{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "%load_ext autoreload\n",
    "%autoreload 2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "os.chdir(\"..\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "from deepsvg.svglib.svg import SVG\n",
    "\n",
    "from deepsvg import utils\n",
    "from deepsvg.difflib.tensor import SVGTensor\n",
    "from deepsvg.svglib.utils import to_gif\n",
    "from deepsvg.svglib.geom import Bbox\n",
    "from deepsvg.svgtensor_dataset import SVGTensorDataset, load_dataset, SVGFinetuneDataset\n",
    "from deepsvg.utils.utils import batchify, linear\n",
    "\n",
    "import torch\n",
    "import numpy as np\n",
    "from torch.utils.data import DataLoader\n",
    "import torch.nn as nn"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# DeepSVG animation between user-drawn images"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "device = torch.device(\"cuda:0\"if torch.cuda.is_available() else \"cpu\") "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Load the pretrained model and dataset"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "pretrained_path = \"./pretrained/hierarchical_ordered.pth.tar\"\n",
    "from configs.deepsvg.hierarchical_ordered import Config\n",
    "\n",
    "cfg = Config()\n",
    "cfg.model_cfg.dropout = 0.  # for faster convergence\n",
    "model = cfg.make_model().to(device)\n",
    "utils.load_model(pretrained_path, model)\n",
    "model.eval();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "dataset = load_dataset(cfg)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "def load_svg(filename):\n",
    "    svg = SVG.load_svg(filename)\n",
    "    svg = dataset.simplify(svg)\n",
    "    svg = dataset.preprocess(svg, mean=True)\n",
    "    return svg"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "def easein_easeout(t):\n",
    "    return t*t / (2. * (t*t - t) + 1.);\n",
    "\n",
    "def interpolate(z1, z2, n=25, filename=None, ease=True, do_display=True):\n",
    "    alphas = torch.linspace(0., 1., n)\n",
    "    if ease:\n",
    "        alphas = easein_easeout(alphas)\n",
    "    z_list = [(1-a) * z1 + a * z2 for a in alphas]\n",
    "    \n",
    "    img_list = [decode(z, do_display=False, return_png=True) for z in z_list]\n",
    "    to_gif(img_list + img_list[::-1], file_path=filename, frame_duration=1/12)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "def encode(data):\n",
    "    model_args = batchify((data[key] for key in cfg.model_args), device)\n",
    "    with torch.no_grad():\n",
    "        z = model(*model_args, encode_mode=True)\n",
    "        return z\n",
    "\n",
    "def encode_icon(idx):\n",
    "    data = dataset.get(id=idx, random_aug=False)\n",
    "    return encode(data)\n",
    "    \n",
    "def encode_svg(svg):\n",
    "    data = dataset.get(svg=svg)\n",
    "    return encode(data)\n",
    "\n",
    "def decode(z, do_display=True, return_svg=False, return_png=False):\n",
    "    commands_y, args_y = model.greedy_sample(z=z)\n",
    "    tensor_pred = SVGTensor.from_cmd_args(commands_y[0].cpu(), args_y[0].cpu())\n",
    "    svg_path_sample = SVG.from_tensor(tensor_pred.data, viewbox=Bbox(256), allow_empty=True).normalize().split_paths().set_color(\"random\")\n",
    "    \n",
    "    if return_svg:\n",
    "        return svg_path_sample\n",
    "    \n",
    "    return svg_path_sample.draw(do_display=do_display, return_png=return_png)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "def interpolate_icons(idx1=None, idx2=None, n=25, *args, **kwargs):\n",
    "    z1, z2 = encode_icon(idx1), encode_icon(idx2)\n",
    "    interpolate(z1, z2, n=n, *args, **kwargs)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Loading user-drawn frames"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "lego1 = load_svg(\"docs/frames/lego_1.svg\")\n",
    "lego2 = load_svg(\"docs/frames/lego_2.svg\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "`draw_colored` lets you see the individual paths in an SVG icon."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<svg height=\"200px\" viewBox=\"0.0 0.0 24.0 24.0\" width=\"200px\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M9.9375 5.34375 L14.15625 5.34375 C14.25 5.4375 14.34375 5.53125 14.4375 5.625 L14.4375 7.21875 C14.34375 7.21875 14.25 7.3125 14.15625 7.40625 L9.9375 7.40625 C9.9375 7.3125 9.84375 7.21875 9.75 7.21875 L9.75 5.625 C9.84375 5.53125 9.9375 5.4375 9.9375 5.34375 L9.9375 5.34375\" fill=\"none\" filling=\"0\" stroke=\"deepskyblue\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M8.71875 7.40625 L12.09375 7.40625 L15.46875 7.40625 C15.84375 7.59375 16.3125 7.59375 16.59375 7.875 C16.875 8.15625 16.875 8.625 17.0625 9.0 L17.0625 14.15625 C16.875 14.53125 16.875 15.0 16.59375 15.375 C16.3125 15.65625 15.84375 15.65625 15.46875 15.84375 L12.09375 15.84375 L8.71875 15.84375 C8.34375 15.65625 7.875 15.65625 7.59375 15.375 C7.3125 15.0 7.21875 14.53125 7.125 14.15625 L7.125 9.0 C7.21875 8.625 7.3125 8.15625 7.59375 7.875 C7.875 7.59375 8.34375 7.59375 8.71875 7.40625 L8.71875 7.40625\" fill=\"none\" filling=\"0\" stroke=\"lime\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M9.375 9.46875 L9.375 9.46875 C10.03125 9.5625 10.78125 9.28125 11.34375 8.90625 L11.34375 8.90625\" fill=\"none\" filling=\"0\" stroke=\"deeppink\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M12.46875 8.90625 L12.46875 8.90625 C12.75 9.1875 13.03125 9.65625 13.40625 9.75 C13.78125 9.84375 14.25 9.5625 14.625 9.46875 L14.625 9.46875\" fill=\"none\" filling=\"0\" stroke=\"gold\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M10.40625 10.875 L10.40625 10.875 C10.96875 11.0625 11.34375 11.90625 10.40625 11.90625 C9.5625 11.90625 9.9375 11.0625 10.40625 10.875 L10.40625 10.875\" fill=\"none\" filling=\"0\" stroke=\"coral\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M13.21875 10.875 L13.21875 10.875 C13.78125 11.0625 14.15625 11.90625 13.21875 11.90625 C12.375 11.90625 12.75 11.0625 13.21875 10.875 L13.21875 10.875\" fill=\"none\" filling=\"0\" stroke=\"darkviolet\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M11.8125 13.5 L11.8125 13.5 C12.1875 13.59375 12.46875 14.25 11.8125 14.25 C11.25 14.25 11.53125 13.59375 11.8125 13.5 L11.8125 13.5\" fill=\"none\" filling=\"0\" stroke=\"royalblue\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M9.0 15.84375 L12.0 15.84375 L15.0 15.84375 C15.0 15.84375 15.09375 15.9375 15.1875 16.03125 L15.1875 16.96875 C15.09375 17.0625 15.0 17.15625 15.0 17.25 L12.0 17.25 L9.0 17.25 C9.0 17.15625 8.90625 17.0625 8.8125 16.96875 L8.8125 16.03125 C8.90625 15.9375 9.0 15.84375 9.0 15.84375 L9.0 15.84375\" fill=\"none\" filling=\"0\" stroke=\"darkmagenta\" stroke-opacity=\"1.0\" stroke-width=\".3\"/></svg>"
      ],
      "text/plain": [
       "<IPython.core.display.SVG object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/svg+xml": [
       "<svg height=\"200px\" viewBox=\"0.0 0.0 24.0 24.0\" width=\"200px\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M9.9375 5.4375 L14.0625 5.4375 C14.15625 5.53125 14.25 5.625 14.34375 5.71875 L14.34375 7.21875 C14.25 7.3125 14.15625 7.40625 14.0625 7.5 L9.9375 7.5 C9.84375 7.40625 9.75 7.3125 9.65625 7.21875 L9.65625 5.71875 C9.75 5.625 9.84375 5.53125 9.9375 5.4375 L9.9375 5.4375\" fill=\"none\" filling=\"0\" stroke=\"deepskyblue\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M8.71875 7.5 L12.0 7.5 L15.28125 7.5 C15.65625 7.59375 16.125 7.59375 16.5 7.96875 C16.78125 8.25 16.78125 8.71875 16.96875 9.09375 L16.96875 14.15625 C16.78125 14.53125 16.78125 15.0 16.5 15.28125 C16.125 15.5625 15.65625 15.65625 15.28125 15.75 L12.0 15.75 L8.71875 15.75 C8.34375 15.65625 7.875 15.5625 7.5 15.28125 C7.21875 15.0 7.21875 14.53125 7.03125 14.15625 L7.03125 9.09375 C7.21875 8.71875 7.21875 8.25 7.5 7.96875 C7.875 7.59375 8.34375 7.59375 8.71875 7.5 L8.71875 7.5\" fill=\"none\" filling=\"0\" stroke=\"lime\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M9.1875 10.21875 L9.1875 10.21875 C9.46875 10.03125 9.75 9.65625 10.03125 9.65625 C10.40625 9.5625 10.78125 9.75 11.15625 9.84375 L11.15625 9.84375\" fill=\"none\" filling=\"0\" stroke=\"deeppink\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M12.375 9.84375 L12.375 9.84375 C12.75 9.75 13.03125 9.375 13.40625 9.46875 C13.78125 9.46875 14.0625 9.84375 14.34375 10.03125 L14.34375 10.03125\" fill=\"none\" filling=\"0\" stroke=\"gold\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M10.40625 10.875 L10.40625 10.875 C10.875 11.0625 11.25 11.90625 10.40625 11.90625 C9.5625 11.90625 9.9375 11.0625 10.40625 10.875 L10.40625 10.875\" fill=\"none\" filling=\"0\" stroke=\"coral\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M13.125 10.875 L13.125 10.875 C13.6875 11.0625 13.96875 11.90625 13.125 11.90625 C12.28125 11.90625 12.65625 11.0625 13.125 10.875 L13.125 10.875\" fill=\"none\" filling=\"0\" stroke=\"darkviolet\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M10.5 13.125 L10.5 13.125 C10.96875 13.125 11.53125 13.125 12.09375 13.125 L12.09375 13.125 C12.1875 13.125 13.5 13.125 13.5 13.125 C14.15625 13.40625 13.21875 14.0625 13.125 14.15625 C11.90625 14.90625 10.78125 14.53125 10.5 13.125 L10.5 13.125\" fill=\"none\" filling=\"0\" stroke=\"royalblue\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M9.0 15.75 L11.90625 15.75 L14.8125 15.75 C14.90625 15.84375 15.0 15.9375 15.09375 16.03125 L15.09375 16.96875 C15.0 16.96875 14.90625 17.0625 14.8125 17.15625 L11.90625 17.15625 L9.0 17.15625 C8.90625 17.0625 8.8125 16.96875 8.71875 16.96875 L8.71875 16.03125 C8.8125 15.9375 8.90625 15.84375 9.0 15.75 L9.0 15.75\" fill=\"none\" filling=\"0\" stroke=\"darkmagenta\" stroke-opacity=\"1.0\" stroke-width=\".3\"/></svg>"
      ],
      "text/plain": [
       "<IPython.core.display.SVG object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "lego1.draw_colored(); lego2.draw_colored()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "bird1 = load_svg(\"docs/frames/bird_1.svg\")\n",
    "bird2 = load_svg(\"docs/frames/bird_2.svg\"); bird2.permute([1, 0, 2]);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "When path orders don't match between the two frames, just manually change the order using the `permute` method. For best results, keep in mind that the the model was trained using paths ordered with the lexicographical order (top to bottom, left to right).\n",
    "\n",
    "Colors are in this order:\n",
    "- deepskyblue\n",
    "- lime\n",
    "- deeppink\n",
    "- gold\n",
    "- coral\n",
    "- darkviolet\n",
    "- royalblue\n",
    "- darkmagenta"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<svg height=\"200px\" viewBox=\"0.0 0.0 24.0 24.0\" width=\"200px\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M10.59375 13.21875 L10.59375 13.21875 C9.84375 11.90625 9.09375 10.59375 8.15625 9.375 C7.6875 8.8125 7.3125 8.4375 6.75 8.8125 L6.75 8.8125 C7.96875 9.5625 8.53125 12.0 9.1875 13.21875 L9.1875 13.21875\" fill=\"none\" filling=\"0\" stroke=\"deepskyblue\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M8.25 13.5 L8.25 13.5 C9.375 13.03125 10.03125 13.5 11.15625 13.6875 C12.5625 14.0625 13.59375 13.96875 14.90625 14.8125 L14.90625 14.8125 C14.15625 14.90625 13.40625 15.0 12.65625 15.1875 L11.53125 14.53125 C9.9375 14.625 8.71875 14.0625 7.21875 13.875 L7.21875 13.875 C7.59375 13.78125 7.96875 13.59375 8.25 13.5 L8.25 13.5\" fill=\"none\" filling=\"0\" stroke=\"lime\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M10.40625 13.5 L10.40625 13.5 C10.96875 12.75 11.53125 12.0 12.0 11.15625 C12.46875 10.3125 12.84375 9.5625 13.3125 8.625 C13.6875 7.96875 14.4375 6.75 15.375 6.5625 C16.21875 6.375 16.78125 6.84375 17.4375 7.21875 L17.4375 7.21875 C16.125 7.3125 15.5625 7.96875 15.09375 8.8125 C14.71875 9.65625 14.53125 10.6875 14.0625 11.625 C13.5 12.75 12.5625 13.3125 11.53125 13.78125 L11.53125 13.78125\" fill=\"none\" filling=\"0\" stroke=\"deeppink\" stroke-opacity=\"1.0\" stroke-width=\".3\"/></svg>"
      ],
      "text/plain": [
       "<IPython.core.display.SVG object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/svg+xml": [
       "<svg height=\"200px\" viewBox=\"0.0 0.0 24.0 24.0\" width=\"200px\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M11.34375 12.375 L11.34375 12.375 C10.5 11.90625 9.5625 11.53125 8.625 11.25 C7.59375 10.96875 6.65625 10.96875 5.71875 11.34375 L5.71875 11.34375 C6.84375 11.4375 7.78125 11.625 8.71875 12.09375 L8.71875 12.09375\" fill=\"none\" filling=\"0\" stroke=\"deepskyblue\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M9.46875 12.0 L9.46875 12.0 C10.5 12.09375 11.71875 12.375 12.84375 12.75 C13.96875 13.21875 15.09375 13.875 15.75 14.53125 L15.75 14.53125 C15.09375 14.53125 14.34375 14.53125 13.59375 14.53125 L12.5625 13.6875 C10.96875 13.5 9.9375 12.75 8.53125 12.28125 L8.53125 12.28125 C8.8125 12.09375 9.09375 12.0 9.46875 12.0 L9.46875 12.0\" fill=\"none\" filling=\"0\" stroke=\"lime\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M11.34375 12.375 L11.34375 12.375 C12.65625 12.0 13.875 11.4375 15.0 10.78125 C16.03125 10.03125 16.96875 9.1875 17.625 7.96875 L17.625 7.96875 C17.4375 8.8125 17.25 9.65625 16.96875 10.5 L16.96875 10.5 C17.4375 10.21875 17.90625 9.84375 18.28125 9.375 L18.28125 9.375 C17.8125 10.6875 17.0625 11.4375 16.125 12.0 C15.09375 12.46875 13.96875 12.75 12.65625 12.84375 L12.65625 12.84375\" fill=\"none\" filling=\"0\" stroke=\"deeppink\" stroke-opacity=\"1.0\" stroke-width=\".3\"/></svg>"
      ],
      "text/plain": [
       "<IPython.core.display.SVG object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "bird1.draw_colored(); bird2.draw_colored()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "face1 = load_svg(\"docs/frames/face_1.svg\"); face1.permute([1, 0, 2, 3, 4, 5]);\n",
    "face2 = load_svg(\"docs/frames/face_2.svg\"); face2.permute([5, 0, 1, 2, 3, 4]); face2[0].reverse();"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Sometimes, the orientation (clockwise/counter-clockwise) of paths don't match. Fix this usng the `reverse` method."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<svg height=\"200px\" viewBox=\"0.0 0.0 24.0 24.0\" width=\"200px\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M15.46875 11.71875 L15.46875 11.71875 C16.03125 10.5 16.03125 9.75 15.9375 8.4375 L15.9375 8.4375 C14.53125 8.0625 13.21875 7.125 11.8125 7.03125 C11.25 6.9375 10.875 7.6875 10.40625 7.875 C10.03125 8.0625 9.46875 8.0625 9.1875 8.25 C8.15625 9.09375 8.4375 10.6875 8.53125 11.71875 L8.53125 11.71875\" fill=\"none\" filling=\"0\" stroke=\"deepskyblue\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M9.65625 10.21875 L9.65625 10.21875 C10.5 10.6875 11.34375 11.25 12.28125 11.4375 C13.3125 11.625 14.25 11.34375 15.1875 11.53125 C16.59375 11.71875 15.75 13.5 14.90625 13.78125 L14.90625 13.78125 C14.53125 14.25 14.34375 14.8125 13.96875 15.1875 C13.03125 16.21875 12.0 16.21875 11.15625 15.75 C10.3125 15.375 9.65625 14.4375 9.1875 13.59375 L9.1875 13.59375 C8.25 13.03125 7.6875 12.65625 8.53125 11.71875 L8.53125 11.71875 C8.8125 11.15625 9.1875 10.6875 9.65625 10.21875 L9.65625 10.21875\" fill=\"none\" filling=\"0\" stroke=\"lime\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M10.875 12.1875 L10.875 12.1875 C11.90625 12.65625 9.84375 12.65625 10.875 12.1875 L10.875 12.1875\" fill=\"none\" filling=\"0\" stroke=\"deeppink\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M13.125 12.1875 L13.125 12.1875 C14.15625 12.65625 12.09375 12.65625 13.125 12.1875 L13.125 12.1875\" fill=\"none\" filling=\"0\" stroke=\"gold\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M10.40625 15.28125 L10.40625 15.28125 C10.40625 15.84375 10.40625 16.40625 10.40625 16.96875 L10.40625 16.96875\" fill=\"none\" filling=\"0\" stroke=\"coral\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M13.6875 15.46875 L13.6875 15.46875 C13.59375 15.9375 13.6875 16.40625 13.6875 16.96875 L13.6875 16.96875\" fill=\"none\" filling=\"0\" stroke=\"darkviolet\" stroke-opacity=\"1.0\" stroke-width=\".3\"/></svg>"
      ],
      "text/plain": [
       "<IPython.core.display.SVG object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/svg+xml": [
       "<svg height=\"200px\" viewBox=\"0.0 0.0 24.0 24.0\" width=\"200px\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M13.5 15.46875 L16.5 15.46875 C16.21875 14.53125 16.40625 13.59375 16.5 12.65625 C16.59375 11.8125 16.59375 10.875 16.21875 9.9375 C15.75 8.8125 14.71875 7.96875 13.59375 7.5 C12.46875 7.03125 11.25 6.9375 10.125 7.3125 C9.0 7.6875 8.0625 8.53125 7.6875 9.9375 C7.40625 10.96875 7.59375 11.90625 7.78125 12.84375 C7.96875 13.875 8.15625 14.8125 7.78125 15.84375 L10.3125 15.84375\" fill=\"none\" filling=\"0\" stroke=\"deepskyblue\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M9.5625 10.21875 L9.5625 10.21875 C10.40625 10.6875 11.25 11.25 12.28125 11.4375 C13.21875 11.625 14.15625 11.4375 15.09375 11.53125 C16.5 11.71875 15.65625 13.5 14.8125 13.78125 L14.8125 13.78125 C14.4375 14.25 14.25 14.8125 13.875 15.1875 C12.9375 16.125 11.90625 16.125 11.15625 15.75 C10.3125 15.28125 9.5625 14.4375 9.09375 13.59375 L9.09375 13.59375 C8.15625 13.03125 7.6875 12.65625 8.4375 11.71875 L8.4375 11.71875 C8.8125 11.15625 9.09375 10.6875 9.5625 10.21875 L9.5625 10.21875\" fill=\"none\" filling=\"0\" stroke=\"lime\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M10.875 12.1875 L10.875 12.1875 C11.90625 12.65625 9.84375 12.65625 10.875 12.1875 L10.875 12.1875\" fill=\"none\" filling=\"0\" stroke=\"deeppink\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M13.03125 12.1875 L13.03125 12.1875 C14.0625 12.65625 12.0 12.65625 13.03125 12.1875 L13.03125 12.1875\" fill=\"none\" filling=\"0\" stroke=\"gold\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M10.40625 15.28125 L10.40625 15.28125 C10.40625 15.84375 10.40625 16.40625 10.40625 16.96875 L10.40625 16.96875\" fill=\"none\" filling=\"0\" stroke=\"coral\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M13.59375 15.375 L13.59375 15.375 C13.5 15.9375 13.59375 16.40625 13.59375 16.875 L13.59375 16.875\" fill=\"none\" filling=\"0\" stroke=\"darkviolet\" stroke-opacity=\"1.0\" stroke-width=\".3\"/></svg>"
      ],
      "text/plain": [
       "<IPython.core.display.SVG object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "face1.draw_colored(); face2.draw_colored()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "football1 = load_svg(\"docs/frames/football_1.svg\"); football1.permute([0, 1, 4, 2, 3, 5, 6, 7]); football1[3].reverse(); football1[4].reverse();\n",
    "football2 = load_svg(\"docs/frames/football_2.svg\"); football2.permute([0, 2, 3, 5, 4, 7, 6, 1]);"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<svg height=\"200px\" viewBox=\"0.0 0.0 24.0 24.0\" width=\"200px\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M12.9375 6.1875 L12.9375 6.1875 C13.21875 6.28125 13.59375 6.28125 13.875 6.5625 C14.71875 7.40625 14.0625 8.8125 12.9375 8.8125 C11.8125 8.8125 11.15625 7.40625 12.0 6.5625 C12.28125 6.28125 12.65625 6.28125 12.9375 6.1875 L12.9375 6.1875\" fill=\"none\" filling=\"0\" stroke=\"deepskyblue\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M12.28125 9.0 L12.28125 9.0 C10.875 9.09375 9.46875 9.09375 8.15625 9.28125 C7.875 9.28125 7.59375 9.375 7.3125 9.46875 C7.21875 9.5625 6.84375 9.84375 7.03125 9.9375 C7.6875 10.5 10.03125 10.21875 10.875 10.21875 L10.875 10.21875\" fill=\"none\" filling=\"0\" stroke=\"lime\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M12.28125 9.0 L12.28125 9.0 C13.3125 9.46875 14.15625 10.78125 15.1875 10.96875 C15.75 11.0625 16.125 10.5 16.5 10.3125 C16.6875 10.21875 16.96875 10.03125 17.0625 10.21875 C17.0625 10.5 16.875 10.78125 16.6875 10.96875 C15.75 12.1875 14.53125 11.71875 13.40625 11.34375 L13.40625 11.34375\" fill=\"none\" filling=\"0\" stroke=\"deeppink\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M10.875 10.21875 L10.875 10.21875 C10.6875 11.15625 10.40625 12.0 10.03125 12.9375 L10.03125 12.9375\" fill=\"none\" filling=\"0\" stroke=\"gold\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M13.40625 11.34375 L13.40625 11.34375 C13.21875 12.1875 12.9375 12.9375 12.5625 13.78125 L12.5625 13.78125\" fill=\"none\" filling=\"0\" stroke=\"coral\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M11.0625 13.40625 L11.0625 13.40625 C10.5 14.34375 10.03125 15.46875 9.1875 16.21875 C9.0 16.40625 8.0625 17.15625 7.59375 16.875 C7.21875 16.59375 8.0625 15.9375 8.34375 15.46875 C9.1875 14.34375 9.28125 14.15625 9.9375 12.9375 L9.9375 12.9375\" fill=\"none\" filling=\"0\" stroke=\"darkviolet\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M12.5625 13.78125 L12.5625 13.78125 C12.09375 14.90625 11.71875 16.21875 11.15625 17.25 C10.875 17.625 10.125 18.5625 9.9375 18.1875 C9.75 17.53125 10.21875 16.6875 10.40625 16.125 C10.6875 15.1875 10.875 14.34375 11.15625 13.40625 L11.15625 13.40625\" fill=\"none\" filling=\"0\" stroke=\"royalblue\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M14.53125 16.125 L14.53125 16.125 C14.8125 16.21875 15.09375 16.21875 15.375 16.40625 C16.03125 17.15625 15.5625 18.28125 14.53125 18.28125 C13.59375 18.28125 13.125 17.15625 13.78125 16.40625 C13.96875 16.21875 14.34375 16.21875 14.53125 16.125 L14.53125 16.125\" fill=\"none\" filling=\"0\" stroke=\"darkmagenta\" stroke-opacity=\"1.0\" stroke-width=\".3\"/></svg>"
      ],
      "text/plain": [
       "<IPython.core.display.SVG object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/svg+xml": [
       "<svg height=\"200px\" viewBox=\"0.0 0.0 24.0 24.0\" width=\"200px\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M10.125 5.90625 L10.125 5.90625 C10.40625 6.0 10.78125 6.09375 11.0625 6.28125 C11.8125 7.125 11.25 8.53125 10.125 8.53125 C8.90625 8.53125 8.34375 7.125 9.1875 6.28125 C9.375 6.09375 9.75 6.0 10.125 5.90625 L10.125 5.90625\" fill=\"none\" filling=\"0\" stroke=\"deepskyblue\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M10.5 8.90625 L10.5 8.90625 C9.46875 9.46875 8.71875 9.9375 8.53125 11.15625 C8.34375 11.71875 8.625 12.375 8.8125 12.9375 C8.90625 13.03125 9.65625 14.625 9.75 13.03125 C9.84375 12.65625 9.46875 12.28125 9.46875 11.90625 C9.46875 11.4375 9.84375 11.0625 10.03125 10.6875 L10.03125 10.6875\" fill=\"none\" filling=\"0\" stroke=\"lime\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M10.5 8.8125 L10.5 8.8125 C11.4375 8.625 12.0 8.8125 12.84375 8.8125 C13.21875 8.8125 13.6875 8.90625 13.96875 8.71875 C14.34375 8.4375 14.25 7.875 14.53125 7.5 C14.625 7.3125 14.8125 6.84375 15.0 6.9375 C15.28125 7.125 15.1875 7.5 15.1875 7.78125 C15.28125 9.375 13.6875 9.75 12.46875 10.125 L12.46875 10.125\" fill=\"none\" filling=\"0\" stroke=\"deeppink\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M10.03125 10.59375 L10.03125 10.59375 C10.40625 11.4375 10.6875 12.28125 10.875 13.125 L10.875 13.125\" fill=\"none\" filling=\"0\" stroke=\"gold\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M12.5625 10.21875 L12.5625 10.21875 C12.65625 10.59375 12.84375 10.96875 12.9375 11.25 L12.9375 11.25\" fill=\"none\" filling=\"0\" stroke=\"coral\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M12.9375 11.34375 L12.9375 11.34375 C13.96875 11.25 14.8125 11.0625 15.84375 11.15625 C16.125 11.15625 17.53125 11.15625 16.96875 12.1875 C16.78125 12.5625 14.90625 12.28125 14.90625 12.28125 C13.59375 12.375 12.375 12.65625 11.25 13.03125 L11.25 13.03125\" fill=\"none\" filling=\"0\" stroke=\"darkviolet\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M12.375 12.65625 L12.09375 13.03125 C11.90625 14.15625 12.0 15.1875 12.0 16.3125 C12.0 16.6875 12.1875 17.15625 12.0 17.4375 C11.8125 17.625 11.34375 17.625 11.15625 17.4375 C10.875 17.15625 11.0625 16.6875 11.0625 16.40625 C10.96875 15.28125 10.96875 14.25 10.875 13.21875 L10.875 13.21875\" fill=\"none\" filling=\"0\" stroke=\"royalblue\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M17.8125 7.6875 L17.8125 7.6875 C18.09375 7.78125 18.375 7.78125 18.5625 7.96875 C19.21875 8.71875 18.75 9.84375 17.8125 9.84375 C16.875 9.84375 16.3125 8.71875 17.0625 7.96875 C17.25 7.78125 17.53125 7.78125 17.8125 7.6875 L17.8125 7.6875\" fill=\"none\" filling=\"0\" stroke=\"darkmagenta\" stroke-opacity=\"1.0\" stroke-width=\".3\"/></svg>"
      ],
      "text/plain": [
       "<IPython.core.display.SVG object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "football1.draw_colored(); football2.draw_colored()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [],
   "source": [
    "pencil1 = load_svg(\"docs/frames/pencil_1.svg\")\n",
    "pencil2 = load_svg(\"docs/frames/pencil_2.svg\"); pencil2.permute([1, 0, 2, 3, 4, 5]);"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<svg height=\"200px\" viewBox=\"0.0 0.0 24.0 24.0\" width=\"200px\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M20.25 7.6875 L17.4375 10.03125 L14.53125 12.46875 C14.15625 12.375 13.78125 12.0 13.6875 11.625 L13.6875 11.625 C13.21875 11.4375 12.84375 10.96875 12.65625 10.5 L12.65625 10.5 C12.46875 10.40625 12.09375 10.3125 11.90625 10.125 C11.8125 9.84375 11.90625 9.5625 11.90625 9.28125 L15.09375 6.46875 L18.1875 3.65625\" fill=\"none\" filling=\"0\" stroke=\"deepskyblue\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M12.75 10.40625 L16.59375 7.125 L20.34375 3.84375\" fill=\"none\" filling=\"0\" stroke=\"lime\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M14.4375 12.5625 L14.4375 12.5625 C13.5 12.84375 12.65625 13.125 11.71875 13.5 C10.875 13.78125 9.9375 14.0625 9.0 14.4375 L9.0 14.4375 C9.46875 13.59375 9.9375 12.65625 10.40625 11.8125 C10.875 10.96875 11.34375 10.125 11.8125 9.28125 L11.8125 9.28125\" fill=\"none\" filling=\"0\" stroke=\"deeppink\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M13.875 11.53125 L13.875 11.53125 C14.90625 10.6875 16.03125 9.75 17.0625 8.8125 C18.09375 7.875 19.21875 7.03125 20.25 6.09375 L20.25 6.09375\" fill=\"none\" filling=\"0\" stroke=\"gold\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M10.03125 12.5625 L10.03125 12.5625 C10.21875 13.03125 10.59375 13.40625 10.96875 13.6875 L10.96875 13.6875\" fill=\"none\" filling=\"0\" stroke=\"coral\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M17.90625 19.03125 L17.90625 19.03125 C18.0 18.5625 18.09375 17.25 18.0 16.125 C17.8125 15.0 17.4375 14.0625 16.21875 14.15625 C14.8125 14.34375 15.0 16.40625 14.15625 17.15625 C13.21875 17.90625 12.1875 17.625 11.25 16.875 C10.3125 16.21875 9.46875 15.1875 9.0 14.53125 L9.0 14.53125\" fill=\"none\" filling=\"0\" stroke=\"darkviolet\" stroke-opacity=\"1.0\" stroke-width=\".3\"/></svg>"
      ],
      "text/plain": [
       "<IPython.core.display.SVG object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/svg+xml": [
       "<svg height=\"200px\" viewBox=\"0.0 0.0 24.0 24.0\" width=\"200px\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M12.46875 5.34375 L11.25 8.8125 C10.875 8.71875 10.59375 8.625 10.21875 8.53125 L10.21875 8.53125 C9.75 8.625 9.28125 8.4375 9.0 8.15625 L9.0 8.15625 C8.53125 8.15625 8.0625 7.875 7.875 7.5 L8.53125 5.53125\" fill=\"none\" filling=\"0\" stroke=\"deepskyblue\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M9.0 8.0625 L9.84375 5.34375\" fill=\"none\" filling=\"0\" stroke=\"lime\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M11.15625 9.0 L11.15625 9.0 C10.03125 10.21875 8.90625 11.4375 7.78125 12.65625 L7.78125 12.65625 C7.78125 10.96875 7.78125 9.28125 7.875 7.59375 L7.875 7.59375\" fill=\"none\" filling=\"0\" stroke=\"deeppink\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M10.3125 8.4375 L10.3125 8.4375 C10.6875 7.40625 11.0625 6.375 11.4375 5.34375 L11.4375 5.34375\" fill=\"none\" filling=\"0\" stroke=\"gold\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M7.78125 10.78125 L7.78125 10.78125 C8.15625 11.0625 8.53125 11.25 9.0 11.34375 L9.0 11.34375\" fill=\"none\" filling=\"0\" stroke=\"coral\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M17.0625 19.21875 L17.0625 19.21875 C17.15625 18.5625 17.25 18.0 17.25 17.34375 C17.25 16.875 17.15625 16.40625 16.96875 15.9375 C16.78125 15.65625 16.59375 15.375 16.3125 15.1875 C14.8125 13.96875 14.34375 17.25 13.5 17.71875 C13.125 18.0 12.65625 17.90625 12.1875 17.8125 C11.0625 17.53125 10.21875 16.6875 9.5625 15.75 C8.8125 14.8125 8.25 13.6875 7.78125 12.84375 L7.78125 12.84375\" fill=\"none\" filling=\"0\" stroke=\"darkviolet\" stroke-opacity=\"1.0\" stroke-width=\".3\"/></svg>"
      ],
      "text/plain": [
       "<IPython.core.display.SVG object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "pencil1.draw_colored(); pencil2.draw_colored()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [],
   "source": [
    "ship1 = load_svg(\"docs/frames/ship_1.svg\"); ship1.permute([0, 1, 3, 2]);\n",
    "ship2 = load_svg(\"docs/frames/ship_2.svg\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<svg height=\"200px\" viewBox=\"0.0 0.0 24.0 24.0\" width=\"200px\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M13.21875 5.71875 L13.21875 5.71875 C13.78125 5.625 14.53125 5.625 15.0 6.09375 L15.0 6.09375 C15.0 6.375 15.0 6.65625 15.0 6.9375 L15.0 6.9375 C14.625 7.03125 14.25 7.21875 13.875 7.3125 L13.875 7.3125 C12.75 7.78125 12.375 7.6875 12.1875 6.46875 L12.1875 6.46875 C12.1875 6.46875 12.1875 6.375 12.1875 6.375 L12.1875 6.375 C12.375 6.0 12.84375 5.71875 13.21875 5.71875 L13.21875 5.71875\" fill=\"none\" filling=\"0\" stroke=\"deepskyblue\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M14.0625 12.09375 L13.21875 12.1875 L14.15625 9.9375 L14.25 12.84375\" fill=\"none\" filling=\"0\" stroke=\"lime\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M20.25 13.96875 L20.25 13.96875 C19.3125 14.4375 18.375 14.90625 17.25 14.71875 C16.03125 14.53125 15.09375 13.78125 13.875 13.6875 C12.9375 13.6875 12.09375 13.96875 11.25 14.25 C10.40625 14.53125 9.5625 14.8125 8.53125 14.625 C6.75 14.15625 5.53125 13.40625 3.65625 14.15625 L3.65625 14.15625\" fill=\"none\" filling=\"0\" stroke=\"deeppink\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M14.8125 13.875 L14.8125 13.875 C15.1875 13.59375 15.46875 13.3125 15.75 13.03125 L12.84375 12.84375 L12.84375 13.78125\" fill=\"none\" filling=\"0\" stroke=\"gold\" stroke-opacity=\"1.0\" stroke-width=\".3\"/></svg>"
      ],
      "text/plain": [
       "<IPython.core.display.SVG object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/svg+xml": [
       "<svg height=\"200px\" viewBox=\"0.0 0.0 24.0 24.0\" width=\"200px\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M13.125 5.4375 L13.125 5.4375 C14.34375 5.0625 14.90625 4.875 15.65625 5.90625 L15.65625 5.90625 C15.75 6.1875 16.03125 6.28125 16.03125 6.5625 C16.03125 6.84375 15.75 6.9375 15.65625 7.125 L15.65625 7.125 C15.1875 7.5 14.625 7.6875 13.96875 7.6875 L13.96875 7.6875 C12.9375 8.15625 10.78125 8.25 11.53125 6.5625 L11.53125 6.5625 C11.53125 6.46875 11.53125 6.375 11.53125 6.28125 L11.53125 6.28125 C11.71875 6.09375 11.71875 5.625 12.0 5.53125 C12.375 5.34375 12.75 5.4375 13.125 5.4375 L13.125 5.4375\" fill=\"none\" filling=\"0\" stroke=\"deepskyblue\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M15.5625 12.75 L14.8125 13.3125 L14.625 10.875 L16.03125 13.40625\" fill=\"none\" filling=\"0\" stroke=\"lime\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M20.25 14.53125 L20.25 14.53125 C19.03125 13.96875 18.09375 13.6875 16.78125 14.15625 C15.84375 14.4375 15.375 15.09375 14.34375 14.8125 C12.65625 14.4375 12.84375 13.21875 11.8125 12.1875 C10.875 11.34375 10.59375 11.4375 9.46875 11.25 L9.46875 11.25 C9.84375 11.625 10.3125 11.90625 10.59375 12.375 C11.0625 13.5 9.375 14.34375 8.71875 14.53125 C7.03125 15.0 5.25 14.4375 3.75 13.875 L3.75 13.875\" fill=\"none\" filling=\"0\" stroke=\"deeppink\" stroke-opacity=\"1.0\" stroke-width=\".3\"/>\n",
       "<path d=\"M17.0625 14.0625 L17.0625 14.0625 C17.15625 13.59375 17.34375 13.21875 17.4375 12.84375 L14.8125 13.96875 L15.28125 14.8125\" fill=\"none\" filling=\"0\" stroke=\"gold\" stroke-opacity=\"1.0\" stroke-width=\".3\"/></svg>"
      ],
      "text/plain": [
       "<IPython.core.display.SVG object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ship1.draw_colored(); ship2.draw_colored()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Finetune the model on those additional SVG icons for a few steps (~10-30 seconds)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [],
   "source": [
    "finetune_dataset = SVGFinetuneDataset(dataset, [lego1, lego2, football1, football2, bird1, bird2, ship1, ship2, pencil1, pencil2, face1, face2],\n",
    "                                      frac=1.0, nb_augmentations=750)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [],
   "source": [
    "dataloader = DataLoader(finetune_dataset, batch_size=cfg.batch_size, shuffle=True, drop_last=True,\n",
    "                        num_workers=cfg.loader_num_workers, collate_fn=cfg.collate_fn)\n",
    "\n",
    "# Optimizer, lr & warmup schedulers\n",
    "optimizers = cfg.make_optimizers(model)\n",
    "scheduler_lrs = cfg.make_schedulers(optimizers, epoch_size=len(dataloader))\n",
    "scheduler_warmups = cfg.make_warmup_schedulers(optimizers, scheduler_lrs)\n",
    "\n",
    "loss_fns = [l.to(device) for l in cfg.make_losses()]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Step 0: loss: 20.804555892944336\n",
      "Step 20: loss: 6.088465690612793\n",
      "Step 40: loss: 3.637423038482666\n",
      "Step 60: loss: 1.202109932899475\n"
     ]
    }
   ],
   "source": [
    "epoch = 0\n",
    "for step, data in enumerate(dataloader):\n",
    "    model.train()\n",
    "    model_args = [data[arg].to(device) for arg in cfg.model_args]\n",
    "    labels = data[\"label\"].to(device) if \"label\" in data else None\n",
    "    params_dict, weights_dict = cfg.get_params(step, epoch), cfg.get_weights(step, epoch)\n",
    "\n",
    "    for i, (loss_fn, optimizer, scheduler_lr, scheduler_warmup, optimizer_start) in enumerate(\n",
    "            zip(loss_fns, optimizers, scheduler_lrs, scheduler_warmups, cfg.optimizer_starts), 1):\n",
    "        optimizer.zero_grad()\n",
    "\n",
    "        output = model(*model_args, params=params_dict)\n",
    "        loss_dict = loss_fn(output, labels, weights=weights_dict)\n",
    "\n",
    "        loss_dict[\"loss\"].backward()\n",
    "        if cfg.grad_clip is not None:\n",
    "            nn.utils.clip_grad_norm_(model.parameters(), cfg.grad_clip)\n",
    "\n",
    "        optimizer.step()\n",
    "        if scheduler_lr is not None:\n",
    "            scheduler_lr.step()\n",
    "        if scheduler_warmup is not None:\n",
    "            scheduler_warmup.step()\n",
    "\n",
    "        if step % 20 == 0:\n",
    "            print(f\"Step {step}: loss: {loss_dict['loss']}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [],
   "source": [
    "model.eval();"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Display the interpolations! 🚀"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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uEKwXX5QES3pSkrwwQ5FavBJDMJnM+DqK5qw8beILThtdrGbXa7QmcH/PHqREv77ojj2124Tbl5v1wsDmUqDUeEE498dv9sJYCDvXCt1AHivo2C8d1UpBGohi/CZy3iuCA/8NUUNnbQA4Z7Y3oaxoOAhxLh/hpmv8Em7unM7xHC+ddhUQZnCYABo14yJjKCBhuWJ/l5B5rDH56/DM3f7hq6dQKhVADo5QfqW+HKEiOMFohwcIbW8Voco6LAtp0PFEc9aPseETlH38OzPAwamQBzrx4qH9uQ13na8LFDAxwlf9XPq58nj5U+FZgiRlwSpKA8GH9UBoU/qxtO/E8NQm5Xn1/CZi9X+rH1Y+eQX0gg47j4LYAAAADJQZqAIoEHF2CjJEq2mocX/pp6aelX5jRjXnrnQBM7wzmsZDYK5/cMyvFx//PX1hqHUcXiQvgAWAR1HjcTJAZZlvv/AA5ZqvG39qym55EgnN33Bte+6zfPNimz+vv8AkAmADqI0ZlmJfu5g5wAVQliOrdyPeqtBzC56/x8IBNGGqBvP7mEg5cP/xWMgBHIEA0Y6GBG89SGY6U//DM4AAThc4AwShzK/4nqYq4aw1FwN4LSmEnHvn983NI6wzmxXHwHhvBFVWKHpBBbAAACl0GaoCqD/DngEz1aO8wB3gmeH3Nw5D3/DEbCBIsgptJLKJVm7PEeQdG9txpcXSMDGvCblxsSG///wAMi+SmbSXsFwSPx9+HNsqhsihH+EqK1Df58MSh7QTW004Y+OQNxn6W5rhBZU6af+NunTo74QMXdtGvuVG6SFoi1oYQMOGwbJEHodKwHeelHD6kkMInhNh9KiQzsRwvKKn5DfB0ROlrYgwd+PwCRbjIat/8/BivLbxt8kV59/4fTt+CudfOvOvD6A8wS+NmqlERIhnPMpfhyNDdqgPUFe/8IHviBeGOZ8b/Ho8Pyxyv+HncJUJ14VwjYEee+DAxgIhQAEshFqj/+8zg+fUYcdY7pfieGsCZ/X4h9fxG9D//5/w/3CJacbN5AAL1nB+I3oDP84AOynBLpIBcDPrAloWvC+GxnHwJ1omFIiDVi7QqOpRGELjT9QfXK4Lw7xBIYAAHrx5+69EnViAXywEcEBcmopXaBKh5mEaIe6xfCtGiRFKsIRnK6dJqRfG1nqhBhLW//hquBkhPQ/4sycv3aol2DQdbv/8FPYs8aXNWEEhUZdCh0QbCrCow6UFXOCJ4XrDqDuLho0AsE5wwFfoOCfxuM+euEXD716WXD/DWcbjhxS/hy9T/DMNRfRMhvnQoAjAm3mJ3DGZYf9vrhrIvD94V+HOtMaU8J4ej7Kg8EGx68Y0DuIdg1cNQa601aWaCK30S6MjNrd0aIK3oIcUHckkk00kk01/jvPdptYZIZcZcZhBa5zRzX+FaBoG00gYQ8MyWnAgHqCHBBHmjbPz0x0NCmkwR8PSNsAhgAb6Cpid/3znACYAPRyxio2MVGQnH8z5VuT6L+j6MTz0VZuwf1//U6fU6fPVISNY/19/4LYAAAADNBmsAqg/wSeErOki74b4AuS0kvDWPv3r+Ap+b/qxYb///AAyL5KZtJewXBI/H2upGgfYAAAADRQZrgLoEIQWVOmn/nruPAu+JDf//4AGQW5KZtJewXAT7/+78XwZhq1m8MmF3wXZmJ2MgkSiVeqZCOev7KGlwlzzpzmg7DdPfJMWbnCEVywlxfuaHKCoD82ORKA8Z3RB1LrwvdV/DNDRnEB1Cdhvl8P33fE89Y48aeFw++433RtrhydgJHDqGMCs4EtgIurQZPE8Rj5ow6AS0YDdR8RLQtDUdQtEG6n56jZxaKwL8TyR0fb6eEFolIclrJfkNENcILSL7bf4ieh6ZqDQD/9RfF8FkAAAAlQZsALoFYb///AAyC3JTNpL2C4Cff/3ZeqVCupEhvu74JuqRAvgAAACVBmyAugVhv//8ADILclM2kvYLgJ9//dl6pkK6nSG+6rgm6p0C+AAAA9kGbQCqBWG///wAMi+SmbSXsFwSPx9hLhfgB6pvicA+PR52WuuEAqMBSoNvpJ7AuH6CFuIE28PoVFYull/foCb87+0g6y8StZz34E/DkAGx+EMHegQmerwNB642HlbD+/QE4w2KNC78xB4LC3toCH6bqRo7vElXCIjHgAoAAbpXgAbh0Cq/9agAfAACAaVqXAANwdKJ8hsRCsAD30AJrSh5gp7wDu3jVjjVL94CMhczIhQ8Er4vy/Df9Ai6VtD1eOucNjVGDdPByhYkS8GGEDlwQKOgAtZ5EQ3z4uDWKKm+dPff4AhY/GIyP58Rw65R22gie+/wcwAAAAEJBm2AugVhv//8ADILclM2kvYLgJ9//dl6pUK6kS+F+UxMIQ3ucXb9AJoPLmwx3d8OcM8JWA+dJfMGAj574rqkQL4AAAAD4QZuAKoFYb///ABBeSt6QvYLhxO78McDQANKgSDkEj49Kf4BoOzAXB6tCoGrov9YRgOtxhoQf//fwhaIITIsADh2YUoiNSTdP+lNmYnAFBqg4haleqzp30O7H7GhvDMFRlNwlmLPcWd8y8zDXnKcpb9/hO8JNsRRkhuNqf/EEjJAzjan/w5w3wAW2EczCtQohp/+/3lcBE9V+/P8ZiA1gA8cEby5RRT16hDxz1I/c/rATe/3pvr/EQz0QBJpJQTOtG3/7Z1ZuzV/mCYjDyhhwFkA/G/1+0AwIn8E3Mi2UO2jm8ESSdaB35Fhqb1//+HAFTc3LF1/4EiAAAAAlQZugLoFnL44AAJOqZCObKx+p0+p0hviar4+ECY3qi+GeqdAvgAAAASFBm8AqgcxEGEAF4xOFRnbSNXTnA7s3hq6qPv/gAUZPNAJRzoMHuwTvA4L0CMTH3Z/jo3ADjmM6i8/wAXH+iaR47wx5g/J7EKg/RWQM3tyscZZ7j/ZTytLcSGMAktxOnoDM81o0mgCpyGo3zUchZMHZqusE5E/z5p/MD6NBIBbAYADRgOAQhUsOAQhEsB3Ndn4coCgkVSZhnxS83wOAEMdLDgAQx0tIn3gj69l3f+3C4iTb4v7P+DDWbvRJfPwfwzOwwBIT3I+JWHf+9wHtejSHlbEvhM0PfgGeWT/+GvTA3Hy2LT0VL37z4Vpi1/xkxtPG6I50w8aN8jc/9AYzhqBEmZbMyEorY/+oVBIxIQxDD/F1BrEa3md39ibjKjjdPgVoAAAAP0Gb4C6Bh1SoV1InwR7Cj4FxE+XjwFAXBoVw1n+mP8Id9eaQEGHV1FAPnr90m/PUMZuoqP4vqnXu74JuqRAvgAAAADdBmgAugQcNwETa1m28EEgmOjrJE9ydPXACC0fI7f6/ACb1bLan7wh1TIV1OkNdUi91XBN1ToF8AAAAFkGaIC6Bh1SoV1IkNdU693fBN1SIF8AAAAE1QZpAJoFvLABEf6dd9/vxBQ42EYY4AE+oYI2YUcTjf+mgQYyuDgnG328ABm0QlOXoIha0YBOLpIYRFsIuWqRn3sDnaHC7GhOo2hzAxZ0+DHIcBWi5P/5EYcMt1AiVrjq7AFUBNLxU/7A1G2Q4M9XNow3hm3WS6mD+v/1b7jeHPABeSAATuhAA4CLm74A5HwAylnERvdrgSPU88vAWE5C+CemeTHfBjMIBrAxxgAFTAHAKp0AmSkvIMfunX/vhMyBmcDoTsLfWtytsIdFOwdmU4jOE314gIBnxgE4MD4piXeSorFFvT//vIopQjZDMjNgisAEApiUqAAEAqoBJv14wHWcClkuQUY1wpIIQ14IgECXkKFZcapzNDLstugyCQSzKqw/3662L5uABZqiwrXIhzD/f/wewAAAAMkGaYCqBzzeGoQ94vwQdQkgxLreDPQY3nuPDa9/6AYa5Meg7jHwQ1w/mVgDRy/BSECRAAAAAQEGagC6Bbyx8XB3BK+qZCeevlGcOIfA+HOHKq2/0Bh5DvxvU7RvDnhE7lBr5wQBxoYfghquQoY5uHoBhjuqdAvgAAAHQQZqgJoF/LgAUj70unyGKiIMIALzBMCROcTp5zwZwfGrqo+/8AB42NNaIgs8oYv/+djOtGeeB3YHE8Ae7Mf2ecyBGJh8Xn+AdJpxz8McKwJYwGP3T4D6pBsqAcfH6+Utyr1/Bgaskh+GMAJOut2u2s7WAt6g9f0I/Wvf6c8DObYYR0uEvDMMArqNoVafvj+IDHADEC01FrqB6RinXOiuYGWRxsB0R7sz/n1wdmGMi6snt3eCISlIwsQmI/eJpgDg9lz+bdekf9+hURJjSt2PEYnHAn/4ZuUQkIiPwP6+Tv/rhWCaAu0vKB0iN/zgAJzxQTDn5/uspUHP+EARFKCW8HcDpzl7AaU+fGqXn0/xQZKx/14fxfN4ATys2SY+8vCyhwhTOUeeKxIX4APj0Tp6WCOyIah4bAE6QVQHz4iYRrecO7gZnudceYe0yW/azB+A7DzeIGNh3UOCdhoQ2///xibuzt/rpp3fwibtHun+TAnKzi6PHt+/iBAZ4AHQnKbkLKG/av+AgY8LWEKrKLkvxzfuNJRIkn+UAHb0Tha/uz+tsCe+GWf7YrEhr4CmJ0t5lxmP0lWhrAHOaatz/c/AHOMmVuf7n/ez/a/QV/93/4PYAAACdQZrAKoF/VFkVwnMBQ+n+fh2K+34Y52AxDY9W//LiE0l/hjRQIPwFwzZ9xAWdjpjBQcEr6rXhjjY6Kog7ZxS+klkBAFJLUs0YRXDV4knRfLr8PThxN/f1+7J/5JZUB/hqMEx8gpxtRn/F89eN9/hvhK72TnL9MwYEdNcVzYZSSsA656zHhv8/+f1U3cSXxXUVXz1DGevMWGH1QFpA9gAAApNBmuB6Bbwx4Vt2CHwVpwIBqhtpzjiZrPIB8dc4cUAIqVZlGbtf+D/KnBw3iU+DgGqCU4OABpQNTmQxWB1csOIvLwfZXMOF2l+G8EugNo8HAANBwOTlgEZoRA2/vFFgiqZkFvwqIJwzvwFsgVoVSP+fioiDCAD9hIEmubZb1grc2bY8/8AD7Mf1+NiCvf8GAABCSLp9oQ/gFoE+wLp+HggeYfwC6ZvZ4AKrTxKv2H/2EBIY4PHAIkoKlJyvAsKAW0hqVml4AC6mPsbFKw4BMG3cOoLgchgcpKfD31tPFDBGUVbaQUIiOIwhLS0/v4MNaEHOEA4TCSw4TCSy1GgJqv3PTAcCI6WQBMNLZAAE/IGue8CWPwhOEtTW0t/7w5Ai9gbxLwNRr3MC56R0BuQ9G+O0o7vgfNYZZvgAqLsLeVbcR/7t6+X4Cfctm7m89w4y8P/4rhqAVZGS4hlR3AhWECyvG34H6Io1Eu2sM6nmQvu10S4mGbIAAQA5AAHAPF+prtgDPKKEm9kW+/yMIiRiTL/uwDLYGMdvBP/hr4GyhSyNCMz958BbAtidmnot9/cX08Zwx4ADZM2hNlKrMuYAAcABQFHZYA+MrPBjXJp4VJ4AYhYq+6btcCH3PPDHBWYASLlAKCqEb4eAAcABQFHZbAWBGJMPHIrvzwOxClZAJDywL2mp5j+ypzX8GQQQr9Qr5BUPKlpT9Dx8Ke187lGFBhs+8IaWWcP8goQ+NRgVJI363+a/PN4cWwGLe21t7d3fWPBAu9nvYQUHLaQAygREtKagN4wTtnxKNyPTJX3wOcYx/wCRQaf/8/Hx/5Ehe2zSRfzPIATiSm6/y/5j4lhYo1Xy/wzBCQQnLLQjhKbn/WZqrf+BHgAAAz1BmwBqBFw3gALTd4t4i1MbkyTcn6/glPR14vlgDC65p/qb/rq8TzcOKYophgSH4AVxXkNRdu//gAqiDH1wyzLbDmD7QAOOACAH4Gl+gHuDUaYg3lkIBJcGAjWgBVPzn1YghEl+an4AKiO14vViAmElhnKs9IcG1DpDhPnzwxspQABAZsev1KFaAkByi6ZUYENGfG3+wQElMadzAP/fKuykWHM+G9FFwVUN2Ss9P+6D8+nB78RDGAAdbl6+e/rAmz8OdkGth74HJznGk/9H3VdsSK/vfA2uR5ZWHcFF3zgAU3oS1M4sKZAirv82v9m2smw3ri9z6vEhtwFSYGIB8/8+8k3BSQeQrngeFbgciJcDkF7gcJhLiwctiBw97kBh4z5DAvDnzEhENQJRsxQ5IcjWfe0HoKwZCMeL7TQd/orX4Yfm98j3H/hnRIEZqVDnHvUtwn9CHEL+e/1QYEfUlQmt0/iw24CpMBjAfP/D13CTcDhT3A9CueHALLcDkRrg0AJnTwgJBLiygu5FAF08hRs+QyHHPi4KPCZ9rwFxqhBdQ/CjxDTqbvhjgwgJTSjuLU5fgCdW3opu3AHhDc8jH4OgAEsoDh0n34U/AJHux4SpJueaDDO6PDfAjHgjBYqTiziS4MlwjPd3L9/xPC8GgAFAGh4n8HgBBhiyYAKGa3YgCfCRLb+ovgQapgUoYHQYy7s59Y45nSKPf6wG2xDkrD/Kmy6oCbzCDmnu/Jwy9d8LiNSF/q1hhA91V7938OL5phZSK5HYlasJKbc8Yk9tTzj42EUi+zzUwcYSCmGnk8c3H04TalFIFoW6S+HnGvTQUeTKz7uS85oR+ndC7ruJhn/ltgBlCUJVXLmw9ajMAuZwCkBIRIzwiREB35XJYQkud/1f+eJjGbz+K5IaT6AcVOWwdcpaHFAMBA9MLtabtB0lLDgsksgXSw4uljAATNOw4ABEZEsgXSw4ul//jVAZmBwxZYcAx5dCoQNAq+Q4AYWXVVDiid/fnh1UsOKpccbjQ6+o4/8RaOlMtu8kZbd/hWDgAERObLA4AkQssDgL5pYeAvmlgcFMssDtcsPFylvToHC5kDM53wcLmQyzTwdQAAAAo0GbICKBxz1/hxajw346EFMD4+KX0DhDnlwxuY8DwNfA9d4Y26ZBg1YCCrLtuEvDbzbbhDg/LYGRfDVAxrTs/DjO/71pmq8bzcIGId+XhtD5VAggrhfQiJuCEdbGCD1+ErCHbAyuFcaHz6/HSKxP9Q8k3x//JpX8EMwI06GN0WsVw1NEMJm0GsD7if/gltGCgWlpJCkfBFddOPghsEwSSRwOQdQAAAOKQZtAWgV83gBn2+mdvL4W83rxmIC+F+baKD5aBD7s3zbH9UAUB0rBOjNe2OJkEVRER4eAAUAQstMHgEMcUmLDMuxASYiBwU2+QGfi7iASUhYLUvVvvBdVDNEUr/w1clI8MwxwCWIOjehfn0Bo7EgSv9b8M/SDAAvSRgZaQBHC2WOAIG2F7Ul0scgnH3DHfN3qAAPJA0x/xUEiQvAf8dZgB3pxyL6wGt4CQtQt2EPYmGLdeqPDIuW69sGCrXYUdPn+hWkGh2Yvz4N0IQqUe3mE4VahWjIV8BfMUi+98gVawNJYL3CxRv1udcc6+PPDfFYDMNmk/5O/PIIk2LltSFzPm8fl7LdiQ24aUz4O0N/Q3Q3S/Ssvd/VnEQrCcYNsIIeo+9bEgCIkgmgH4DK//+v29ntsMOAEILMQEZXs/iEhlEMTPDxO7/8NfC04jGEecGdr4QkZAE+DbQbVAqHND/gROTNAd/wzcc1ACYEfiFSX8IkRAO3EiVAjDID/m6z+fEneuGPAA6ysAyIFJKcCCcwBkLjKPIn3tFCE5bCAEHREAGVDK/YIhqYD54AwjopmYbOCCseeEeNiiKX4b4K8iCOCEikVz9+AiHC9nwxtuvlwVzU5n/w3wAEmYm6I6s5RMSGuEPcP4d4+JxIXgYc09wB1WntOmwYz608wqx2QrK++/b/9rwLpvJQO4n/csPrfQJHlz/nKErvzohK0P88LEB7HGaace/phK+DCPki5IW3Ed/QiYqYEwxfsCC6hLT3jjYk7N9tYDqlBjZH2FEo5N7vA3F2xTQBDQ1oi/dfCAEw5ARGn8AeywhVTplrx5CEM1GU1+wEqTg0p5sXZt29Q4vAGADQcoPA/3FMsc4SI/6bAEBkxgxHDOmIAAgCWgAELiebpCwsTJSgJ6EAgMAJllQABAEkAAY2Z4TAACAZgAwmYzwGoKGg/AvX2uZeYzgt1ekQdh+IIuIiwrOjNrwAAgMDb3/2nMAIksARafvqCrY+oXSCVdv8MBORBxdMwyq4GF+40Hggm7s0MQFRnh74tkRZUID04Ywc4+Dpu79mJhn2SLBXuJ3SQAx/pxvvX+7ANyZGYFFLpFVz4MKkgHENABkPfGe3bw48lNtP/hyXwAPFF/ioJFJS//B1tEnReAQutN8PpwCEdab4fQbwrgSkh3/S/ZirZ6XpxD9wH/ACzHzO9Ufy+VEGd/pX/y+DmAAAA40GbYHoFfPXhl2+E+ehOrRPBPmCIfkhQLHBIIcEl+fFCbQK/CbTr/go4YQy1SAPQDgh4LDOPDEO9IyaNvpGeGUbhUNoOkwxsGJcVuU4NyeCPoIVrZFcmGZ9H8K71qbCKseJ39Cz/9FD8Np/MgaGaXrhmkt/AfihBim/4fZgfF8OcgHDyCUUqw6l2XDfrl4ZSr8TwvQcNIMg8IVECToJpqwRBZfx0FdeGCuGo+HLQPOBLkG/BH6RrR2E3JSYS0u1wTXhgI2AFBiCdebvtf5x4JKU4qNBAcUbwS4yWXI7QGDv5Wg5gAAAC5UGbgGoFvDEzoAH6QZiXArRFun4WAAWgcCE6dg4ABIKCEZYHAAIDhX5YyEmsAYb6CWv/cgRLLwADtMLWUVEH+HgaKq5wwv/629tsyj4I+Cvlt4nheeYAP7kZFj7pgBQjupCnJpRCtL5CCNOyAoVMAGesAUXS+870oA4L0tfqcI0PDnYMAFGgN2UwINupfSKf/+AiLZLvPDHDGeZDyD4DTbWOrsyId/uswf7DavoO5KJ1glqJeohG+r5dMtyj/Pf+/W/1eKiRIagAcY1QMyki0WEkTgbSr4iGAw3td/8Apo9mUT0hXyZB//tZr+cf3icqrpmAgWdoBv/ML+CDmBoTTfXE+u/4V5CCS29lVy856AIdGThaXGmBh3ilKlD8H9/95ppivQe//hyABZFLiJbacxhf9wGtrQiaiWlr3wBeMvkQJq4u/9gbupbabCKY/+xubA4Bneh71lF4ED8PtqM4Y8AAk9GhkrkKdgSa8CluDfYweDtLm/4DRaDcrZ8i1v34KbQCOiADIEJ5XVF3WYSAFrVXPPBBIfwH8CSbdQBd2bBlhZ+8Ao9QxciLxjiZ5cTbroxVX54QjyAb/CN7FSoP/+76F8SqywnaK4c3DdYAPsev0Fwqz17LKNQBxU9LXOAFL1Nyvz2Jl4Sy5NbXa/w1AmIVKQWcLIMe6/2KRCkhiCIQn+dMYP02/fTb/cnr/hXR91f190hQP3oB6FL67/dBt9mfnS4HAdV7t+roE//XDHgEj9e2MTyvf3r//w7OGRPL4mIiZOHGS349/+IhXbQAofQQkLxYnwPBtJBTieW+88PERRVOSx+BfAAEAGwDOkSmkiAAXDKLna8FKSKRufGLSlgjlhFkwAvQ1iC7Ffg8A3Fp/wADqg1kYLsf4QAAQwsv+EF+0JhMJhRJNNe4cZb/m8ABRMSRNj1nP/CsAceUzI0iFSJZQWRy780d8hFlW1cw7rv/TiAb0eM8zbC68DbUbGecjXfg5gAAAN5Bm6AigV89f4QcPh11O1c9fwjw5pxPC8J+X4jTgyauA39eKhj6yggDGBwTDiuP88/Bw6gsM7nCpjcL4Y5iCPTXWeb/jk5XQIZC956k0hkYFPBf89cNorZ/FdQBvvVxP8OTljggJQQKaGMrjUJqQZvGcMeG0SrYmELu2Vx2xQF/hGPif/6M6vHZ39UhE81HHBNPEBXEaoM/YFMAdGBfiJA+BrgfYANUEBKS6/1T/NKTkRHDgjk4YRbh/gltEEaAYbgQGAJgyBrdnnSupxfN4yCp4jGA9nGFhwxwZg/8HMAAAAPIQZvAWg/iTeAMX+sc/m8vDO+rSeu/4/lw7JFScwXBTDHAGwABa4AUHFTamBhIJ5SBTPJv2BupsUuIWFfvfA1wMwI6TB6vvwuQlqTjsuA8AWmmEeTwHPaT1r//3eCPhjO1psz3OCCGOBBvG+QK0s4w801YdJDSFEWmnvA+zaYAOe5Ej8/+IoxK3nlMaeImbp55vCykieGsET5gOABQP0XVLQZQdngj/zkiZozQdSEJGoQvqvgBXEtjdF17/hXbhmNksDyqoTylmvb/qC6SAcA+YVc9OACKSeaNRXfn+RBAkcnQYICrZ582nf76noEnpAhmJ9/+rDwrkt4gGDkQdQlXP6wRjVVNAse8KdhKI2iRC88IAgVQkJF2DCFzATjuUYRdBOSh0Ehe7/CacnmYbJkCDv+G3/Ds7EOMDsfDgMC2IcAGA9jvgcV3IcBJ7ngaJaeQqAJu34K4c4APcJlnAI8Gz3/vAlvYOAqILAKAjpy/414AVmBbweJn1wFh4U/14Y4JWFeAJ/SGPk2/sC5srH2R7bBiAAJOLEp8CvCrPAaHuFNTFAwLRRCWwRD5gPjxT9No1WC7NUQBqX0zb0wSPiiPHhvgSZHHaSMroIuqZxO/3hCZEALgbEaMl2GU3/r+LSMf+Xw2/5M2IVYM+fGAwVKRgAMDpRY6nwOC1uTPt+QqC3b8FcNfBHswELJoooi9vXwCcRy0md3n6z/8K7KAQczdMkCvDGeYcAHA6ijQm/+6oQA9RCQWxsQ/7bzAAMvvWgACAtIAMA/AwAMOIUn+JmHX+OFlEGFoPP9ZKXTqKx/8M9ftksEAEwY4Qau42768934vZ+e2/f+x2v/C+HABCgJTIELXbA+HUgO2wfK6s1ArJx6EBufysc9/pFCoABENpdZEXsVqBvwAwJ537wqODtjX8CeN8ABqNiVD4YTXEnmQCymTNc32RsAGIUGyymTwfx9yZBspix77gVDBc6N4j3ga8VseRUFl/neREhxCDQNeu116PDCzQHrcna6y6eg4oALtYQqLbV0fvxhAYNTuBjbueDAFNOxgAJGnZwAGHa3wJAAK2jqnZ//AWAtAwGA2pc/G32GANrXP/hWGAAHQZx87BgAAgDgMUPnYQAA2lDSImCABt4EkdMBwABAPAGOD5YAYQAQAXrqgxipd94QANtAEkETK+DmJmjP3/FIhgAxp2AO3DeeXJ/v38MABsJc4A/FYV4u6J/v3/wzCxgH8QJr0/maS4cN46n5PICBsMug4xERa9VGef/h+C1V3WfOH8TyR1m0kbU3/BhAAAADVQZvgegW9WK4I8o3HR6NF8McZXnMlBF0pFh59mNBFhPhcN9iDiLbKnMQhE5e68VwRRoHRYKxSjfFvhXCCPlHfwwtf3HgkbvaqMH8nrhqg4aRdzAJThjbQgX8X1gYfDHGwh0UXu3h0OLMXMqGYnxnPRVhmRX/wrMc3rIVvr3bcB8oX9S9hfhmYRHwHzv18MTa/4rGjs4hc4qhPcfXg6CeN8Imd3DI8HwgT9Ly/jE7xWLhxedg/fDWfsG8ABimqHIfh6Bhm/n/BDOMEMIhrj20TyRw1+DCAAAAC2kGaAHoEHDfAC3vbQSDjvP64d3d4CPXBfvURDGABXRkmaIhk7/bAeTKy1jhyCf/DjBuntc3mEo4AeqPr7z7vABaN3hZ/kH/2bhvG4ewAAgBg0SYNj0PYAzSiEx5kAAfBagwYHvccAMLEIIj32obRnKoA8Q/P2T5H6OOZ0ij3hxIhDAT0OIrHDx1Ha4eI+343vMlCXUTPEhC0Ez1Et4rYp4LDigAINCFUgInEag0xJv/gBlAAKSzgcKgPwO0AC/yAHBk0+w6EWJIi2jYCVGgoFNgwVlpVwygODkB60HrQOpyzPF6U+hdlgDwbIM/e4G4ntsSxFt3hjhkGTmkYDVgUuc7fHTB4r8YAoMgkv4CTGXCNIqtcCj5APvAH6maXTf7vAacpBgrsYxfnY/3qMG/oBqINCSo/jEQx7SagBXis2LPPYHr2iY09x/3gCLAuqKscCE63P+/n603h/RC+FfhQEi2J0VXP5MEGEwlcan0b79wmB4hQQxJSQA6/gBd4YSmggACIYsiMzAPuXXDFspRAdgWA5P/W/8K6d4u5GK699fa9bXtv90AMlCnl9PX9/PbYf4RGjg+V996+X64hnLscctPff5eeI5WiJBz4BeFbee5FnNVMqGd8/+Op+Mx7EFd8HQ6A2HmWaYs8IAFhcC9vxWaPuLHsROoK+4d5+/5bZ9IUvST//8/xfF+BHrSzBrfP7Rvn7cEEbiQ9g51kO52UfmANhHXcfKwKTQegqFJRfVcUbGxnBN9+nwMxsAJqNaY99qKGdcX/3ATPLtxyFX437CAAywY7piDzhvlgeALbIONMxhX0L8oDzsyWAQMY7oxAA4QCBaE353/CAVRDbuvyg7/b+NTEcfjTG4ZkDLD1LJLjc9kosoCXC/Ai9D3zvoLwRSIkemKH/+QFxWOXwh14DxOkYkdb96xtjkVJ0MT+LHQgRCA4qQlXnijZADxWgnXxwN57/jIYcwsD4OYAAABVQZogIoP83hmdl9UqG8L0o4Z649fV3ZnBAHxXN4bQ1ZOev8N2/BL3QCh2A91xfhBx8tTeD3IRPC9hpHB+NAAbgV/uMB4s9ckdkcZpReSgUPovpQQOoAAAA81BmkBqBBy8EzQFf+uGPAA8FVWOy4bSi3v94OW1HNT+/V64JPPfzo4AlabL//+2WF9XvhvgAv4LbkUGmDXiLcMUXAZc76+AN6dOv9+J4c8ADMVm9BIq44/gBja/pW3hvuAnEJKE8Sfnu/g5qdrTT7/DHgA+aI2Rry/Y4GPTsMAs8Is4WmCPY39ACKXiWY6HIcExnHrwx4AXz4SH5AdhHLkHikYXiKXwbyzcJF7fANlNk5GjWjiB0NH8PaTbXn9/CXk4IbQ+PMB+tzWef1qcMNJvPGbGpSBMIw1AApNtCbKVWZXIR8+c17KCF7+0m7AnhQM0SsrmAkgT2pE3ZtAh7lghfmv4CvRBNbe/Lmh+GehKlDrOdAokkuR37hB4gAf4Z7Gqzbonff/w9hEEN0xOBB4+/Q/CNIG9J98nv5/+ABeqcXk41+9A+enYSnId/6hAAEdCSQAYFfMOh5lkmFKr2A+O3tv1RADOloyP35vUSPTf/h25kDURyzBBcI/Xz9zYq8vAwKOz4OVN7wJQT4rbyuUhv/X4LBSwhdcQO/937jQQAJh0BdPWjMIrHb6kj/+ykzwEwwiajRy6eNmwzIrXn//Q2WOKXlmG14vhjwAHswCsZA4FSuuwF/eRi9hucCuKf/+QPZC3BgsXib+cELKAFwA9U4VVwOCjpWGnn5glFLTAUfW/8/DHA0bqwL7KmAABAXrrfADhq4di0tjgEggpuJfHQAYd1ygFY6defA+FEl5D9X3EEkVYHeSAIvkMH/v+NJtKZZjAdlbF/7ZIn31DAqLvFxEPbabSWfX7471geER9yZAL56OIDw7/8ZqXnKbna+b+z++U2b4WA/DsE5mHqcFpPLtVFgWIAQAdUMJ/Azf7rjIsIBAM0e/12CkSkLMiPL48FEKMSBakUXhI64es4BUI49VcZrY188zvL1OyL0SNbP1wvwAj6b5MdCbh7mHA1/iHXvhZAEqGF2Gfd4dh+nxUlHlmQwDxW9pR0ZIG6F+vfAnhqAAiD9QjvovTMpgAB0GYfLOJZDR0jwkAZABoBFyAWEroAiEPc6yU+b8ARBAtyl0p834cUAezgYMuIOuLN2itvoaBfzsS1nbBIMjixsGgATrOxoABQf52JAGQc2NhV4MDxPP/9IKJvucNAAyluehUIWil9zhoABKU9z1VeCGDtctlXdT8e3w9HWha0RD7FrQADs1QIT+v7WviACa5OZL/3+7k09ms3r/ADN3cv39QIVEiI28z3/8CtAEsIAD05mtNTXvvmMgAWSxXS5ZsqPfGxMnwGg2nMmaaGC2AAAABFEGaYCKBFw3hHg96uDS42/1Sd47qYUXxdAmAkw0v+6dzrYH4Y9ghbM9O19fYTjj0Qs+eHsfLT4xRLBE+v3Bn5q+swvHhWj5mtH59AxPDWGoVlhtAawnYeFf/PyRm2HhP/4VoCbLUgYBek7Hx8HCo9vK+FrQwbCXQ55SjQ1LYMMgwSP3K9Ah42L4c43BKIJdAYRYP7eQgj3eL7RprOAAIZQCzxNBoLuvp0vJi+GrycEOTq0HfCUbqYQ5/+FaRp0ST7+gmAAI2GpipVDgXk7/XFcZC2pCC0NgfIcYiE8NUJIcebBlvwk4/0P8mU1fw1mJMGwgv8JGreA/4epXDBpNAh2Bsx1dAEcB8YfGpthVjeTQwOngtgAAAA1hBmoB6BBECQxwAKsIIva9URNTH8YBBS4lsHAgpcSwOBBS4lkqwAfxhJZ74nxYAFzWABRcYQ6amcjJEAALmNQgtfzGTGcSJDHAcCClxLABxKYrc5iDpUTnbBJr7NDRn/q8wiWOAHHRBPO+P00rNsAH4s5R1RcZ+/3iAzIESf+G+AHpOTHmT+Xr+ErWL9W+uVcMcIzQmAWmqHWM52EV1jQqI/XmRlhpjgQ+0t8CP/pQm4MI4aogAWAV1FXDSTiEHz8cMW/3gb96WACaTT09Lf//AAOk4d3qbf//4Z2x2ElhLxTr3h31x+ezMfx+h+HOAj5GjamAV5MMUgyTRbwvou5A5I+HUoVhTyAAlZJkTaMZE8McMAJUYcEQ9Ktaw77uo3gdiKsAIeiJjfoRnV++5Hjfj9NrMWRxEN8ZfJBbZ3lzI9ehx//CsSt/6x4BjwpTf8v+iq3lHuzf8XgvDUbDovMe2fxXCtIZ7gUWhvoUxF/73tgIw2DHGcivSNEnCrwwMrCACcwsLzI244LrWm0aeYACcDin7/wzpdDzFcjL31riZAIfced/93+ESIgLXIDOZTBaYSYMD/mB0Ytk1dW/2AvCsAL2Rp0oaF79QaWkLPhn9+/jPu/t7p7Q9jBgGE7yCBpdM6HMY6de+zPEPADPybu17+j+L4Y8AC8CWIKPmvuglaoewCyjyOQ0VEDA33AH29K+aBYJvz8v1Y+XgAXyrB0xvxcrxcICQ9gYBm2vJAKAqYClD/6COmdmxNz/ugdggbzieaCx9rwIFKLnbM43Uo7SBXWhR9NcB2CL/gfgpi1gMoDDHEm3/WIMzgz8BVkzAkpf4GKOb8JpY4hxsbZ/BBgANpm4SZXVGUB7Jy2EC/iAqCRirS5/4EcigJg3AiEP/4akja9X+Om2ejPOaX0gHav84wqAGVXe2uo673P1DoMBI9SPKxnr+EAzrQnYn093r8ILjjYxgaoNLX7u8ADkCqF4lmKjsf46aG5TTbv8CU39HhjwAZxiWbImv04ya5vt60DAj/0XxsGrDpMGaDBw5wK5Nm7WI/DWAZdwqYJW7wNlJEvZHv3uliRuG2O4QDp4qC/hWQa1deEuGyTuPsP1hkLB2JW2PrkY/f5/1bjP/06mCG/H3OelmxeDmAAAAMEGaoCKBZz1w3xfvgwwy6X40bl8eSIP+Xrw4C4aEcmkMmbgmXukh/UAfBN3x4E+BHgAAAolBmsAigQcN8AA9p54lI0f571/Dq9txkZEQQYAeAYUAg2+EXJeh02HyEO7/1gAsOVqYjlPA3/8A6IB3r3HEahfoDw/djgIArU7MnYPlQmkj3kiItmSErn7gwKIIBhPAHEMiL88AKqI/SfkaxsjO2gB1iAQ60VeeADooUf/FamGbChRGrMRC2oBUhopwFCXy98A4aMKlHU9+zpBwEHWvYo438oG17kMVYFRX/gw9oMXMRihJOW/Ns2zPYz7x0cOi/KEtx7wLZIgmzGA3w3wAcidwZPL4VSx9gO8xkYcAmzvP3n/ALX2M9viOF4ZviAxnlACwCVlbIP26OLorNYdX7x1gk+fvXaQwDd8b1eXh6VpmnMGrGzMDz0v/0INOQ3YFWAJfXO/5gZouLa4HPe/+db7ggbKv4O2Nj+gfgL+2/8McMcBE31VQEgpj0FVEqFCM0SwIZOAQhE01y1p/7QEhAKuk4s8Gi2UifgD0lx3+gFDj81g+sBj9fcYPvjw3wiqZloa6evD/LTf8Zwr8Zc67d+7RBficpCL64zHoUovrX3QDwSuNxn2/9P/rhjwAtRWGpGcHACznU0sNHocWg+5FVIMQpouvvX50QkxGNz7lCwMAmM+u4DjL+E8Xf/0wAY2VfqALht/iPou/rhPJDC+LAWkazcZ+XuIh6gdz4ABR6Eqyf6J+wzLJ9hGKd//m0EckOYrYfVEs/y8gsMBF34q548gEAwcmQAEIsvIpkqKfHNwCRHz4wd2FSZ4WsJugAfJmL/efX6zA5p/EAC4mYVXo++7+xIr1v4xEKw0F7G2y/yhdzIhZf/F5XRs218HKqrexz2g/7zZkJKDL6jSSGeqfcf//xkISQ0xtr4LYAAAA6EGa4CaBF1KkVwv4e3PAEgxtAv0JBD17xMqG8F2ADdp6eevk0m/lx4Vh6KQSvF8szBfHHBieE4ZSp+1ledL5ecfOZ89j7CjAJC8TXqcoviIcRLDVXMFRsFf8fcGEehHx8G/sI5M+LQP/CtshoGWkgbMdp+rGMjG/4vgk4eSv9aZLnnL+E/F+cVz1/BB4Zo/DkhwModF4LMJnd93BT/PZ+ZEHNsWhAHw3D7pfIL+ivjQpfJxwAUuAVEc9fhpD5/4WsBMBR8mK0M/X/B2SvAF4VoIpkowWjLd5owyQVthinHDuc65tNgZ8B1AAAAH/QZsAIoF/G4Aiw0uyx6H8ABgkww2PFZNhMHvYo9gBAyVfEcAAQCwCQYFpZNf5cYPoAMt4CBUe8Bu0vyRJQY4FHAAUBqtngMXTDwC3Wmj14PZs2zz4AtPhZ4nk8WeD+PKytn1O8iE1YysxEMcADp21JYK58b7zaKJ5vmzL75Pdfr5rY3+IE6/47+7R/0m+sDcSHoCnKVDI9XgQGVLMJIAMW4lwnFnHeD9wBS0sHeB7loBZXk6NNQJBW1uSrjvv64oqRISH/vXAgcJVtYWip/n2gYtnBFKCJCwCoHiXKFYPsFgvJFnW7/z5TMfp4agHhLtTOP2pG+mLFrr788OJfOj28F8OQALQ3ZkqrnMx/326YCvEBLlDpcRawJz+r0ogkIz4+rQFAKOZIf5wgmBQEK1pe+Q3gg4RGHevDxBvv84P+AD7aUvdeAQFIN7eiuSC6S9AAiC3EUzZE6sESw4MXX83mqYnGvmy+snXQz8sAepbV86J7mHbENWS6D8Nw/qZGkGTuJqE6GvRz9vjKJjOSDI6eyFU/ysmkZo67/F8NQAHAGA0M48ge3NJaJA7/3KciQ1KWOKnYNDmWUvzs/YGEKZBKMmIAC5HszPcxZvAKABaQ6r93+5GZEG+TCJn59oIPhmAZQLSYRv77y+IYoM5IhMREd3gagHfP+/wFFmz0f4OYAAAAkBBmyAqgRc9Mvx14IkWlFcMdAMNIXXYGoJnfIGEoxbOcmUYuC/hiV0aAC4DwywI1865DSwND+f1tttv/D+M08xuMD7Y6aHBAn/d8pg7I1VANzVcICRuPvs0V+Cj2G2HjDjgk8qKIjhejKIR6BODVAWVIiTfh9T/S8OceF4wSF5yjcSq0YYE+TTfhvgIm6trgLCgkEBLrd6s3Ef8MSAsoBHT04ARsCHMmfkxLvDAQn4qv/DfaCTR4xMq7jbH5kRq/h6wZVj/6pEYxQjDBtgCH43c7hg4INAG4kiDNrzBx67VFX4jirdu3b+GqJDQV6ZcDHozF+E7Bam/DUtB0NXXOX2gQO64Ky+9/gw46Z8N3kqAzaofFWF9nYZRdJSCq8f0AvEygrdngdcGgTHAkoSPcq6zvnf64Y8OT6NlSljpwnYTS+X+CCEzB9r/4RsG0kMOg2TTTQw5OFBLih5LK/Gnk4p4JqkIbACR+NC4ck8TwvKCAaohrCVIybuLM8Aax8GWRtGYP/PXo2Ff/GwlYvXaCeNBC0WvKPmzDbn7BgJQNr8ImHjkWheCCZzw7KDQxPPgC4ZwIM2DcB8TNS8g77zXzrX/8M2Fpm432apEMHxf8OQ71pk4ZjYrpMXU60Ych/LggMg+PBATw4I5600V+/+NlRsCpjSZMeDcIiWP87G4EAY6EXxjoHAjYXkYTEwZFKkolwRYTMB9CAOlXhW4SCXvCmrjjFUH1BBP7qYSCGz1WsfcPw7tHcY4QHGcmBBqAv7j4LYAAADRQZtAKoHHC+CRr4APdRkvMCGitp2AObZyA3nKMj2Z7cPzFgG38uqg1ul3/Ab+LqII3TfheF4AZbIvNPTGVu69eBILe1E9jv/1oRiaiI+qzV9fWAPa7epoNAwAcd2nXd96GF+GPAAsBuWchQEKpCCSTA51Q0IcpiH/vMDgFd2tbMX6173+GPAAIPETAkyDi47E997AiB84KPRV7NuJPEv/JhxmxrQgvNxM49+cZc7n//9wJHsb+dqe15evRMT1MVdyIzxDm/5LW05xoO+xjup6DqAAAAE0QZtgLoEHBHyzZmFXDeQEC08yuHEUWAfiuF8ImBtx8fNC6/jwyMEB8M/hPwVz6oBn0fzbv+qdefFhugz1/z1xobTy+OyJUV2E8LR0PH95AKp1cI2N9T04lQvPcfGCrqYECwEA+HJAw2AjEFKPtNOFVTeuE5CCz2BjQn8RxUzEzEzEzHx3KxMMbQ0NJWJWPkyx1wXwItYE89/0AYwBvQa+QIEMt8mWxI96zvnf86/PVvLeNQ7xD4i75QAA3OZ89fJSYYYnhqUPId1+Yhh6G6rn9QJWKmvCf/hbYmQ14MyseB9fzEIcvZoFBeGZXoWvoEWs86TxfhlB6L2CsRz0x+hS/P9zAARkm/wrPpCCgLKY0Buv0EU0nH7hxPNWBaoLXDUbsQD6jIMa8O3+K6pEuevw8l4OC2AAAADZQZuAKoFnDHAEMp/P0CBewdXWeNa9vvYC9sRA+ZApNrv4MWAihwA1RskX2v/ANnNJrTTP9gBIw2aRb13gCycZIctRdRvDPIOy1Z5Jhi2m+/Ohfk+sxfNHwv08L5l0eTheCJ6yTQvkAuK0pHzHvPAvYFRPmJY59PAerg2OaOItesNdUsC45uG37/MWAPnETX7iBAKT9GrQBwGNU69ZByuYk9+7sC/qm+GoADgBAHJSOXJLTQXI+Pmt5vLM8JjCShygQCDD7QVzgBblRER712fgA7ikZmr31e+D2AAAADJBm6AugQdSijOXh6AWa6pF6lvqZInvGUQHJw1bIETiArKL6GcQGawxxFV2OsE3VOgXwAAAALJBm8AqgKvDHjJTgAQylmegsq4AW8CK3u4UheVyAdFUWCPOKkPhsnHH/8EJEMDOuAEeZIZ8YZ24AmdLZgXhuH5CCwHeUJ24mGjNwBV//BhAExzhLIsCWNuzvJFDFGv/34OXaUMpP/5vGcNQNzCcbY0ppLmySABhbgY+Bv4R87+gEIUZAEwdYiywVTFi/JZMynn/DPEAz8A4X9sRt91Utn6pIoZ9EkpJSL90/7/f9Yev+BHgAAAACkGb4CqAx9SFAjwAAAAeQZoALoEHUwo7qnS6lSCXj7vod8PtzvCAgm6pEC+AAAAAGUGaIC6BB1KKO6pEupkgl4iq7HWCbqnQL4AAAAAZQZpALoEHUwo7qnS6lSCXiLvod4JuqRAvgAAAAThBmmAyg/zeE+L+Hzyi4SnGfFprDGPYhnPwzDQyIh7dAMd08NxwfXAEk3+mbn4BP/VIvPXybQGYa88ycaLi5R4jio0KSAbRqgwQPH/V+8QIbgK+e78MIplnKPoPzcaFdPljYFFgpSaF/DnDUEPr4wUtggPzWEG0s6wLCepr4mhnO+dKUZ8OUNxoXOQEeEGlSgVVC/wYThAFgboDSSurkxyENHPxfC1u/jIZ0qDU+6nD/46q9HVAsNMPOBvit5EYcWo+J4J9jjAnB4CbxkABlL5eauDrn4V14LkyYOocjgAAuALhFIDRHnGP/kkApgLQF7sOHGPvwR+MvilYjnpfxs8fw5ISt8rBntm0Ff8Rx8Ymi18lhhA4fAXoLx8zYJaAPYINwfAp0FI18H0h4CLz18Op/J6HiuqdAvgAAAAjQZqAMoF3VOgx1LR3BH5WEy8Rd9DvFdTFL1TMR1Skf1SIF8AAAAAgQZqgMoF3VIgx1NR3VKvEVXY6xXUpS9UrEdUxH9U6BfAAAACxQZrAKoCN1LR3VMvDmABEFuE05ezcAHoDI88CEque0AsIsoE9dUf4GiQcv/wRMeAR0GAERJsgXKLrcBIuRC8Nw4GRjB/UyVdoBkycgV9/3hACchAqbwXEcNkQOWZ//N+ZB8RCnvN4nqYr4agiQbD5hbCHsvpEACCVItwDX4i53+FNMWuFI2tMcVBe/iiic8/4Z4wEbAEDPNCFXWShs+90sJft/H3vb/ef8P+qZiOqUg+gAAAAIEGa4C6Bd1ToE/H3fQ78ZE5AF6p43nr4INDWvhjqkQL4AAAAv0GbACqBZwxwEr1meYFj1GX9HDG/672AtyG4bdkSk3zkGUSjgCsjZUj+AZTtc1x/sAPUEr1Ji/wCOtNl0acN4Z+CvFPhGxL77G44Aj8VVzw8TqPycL04AVBkZ06mvPCgAE7aCvD8sC2EpisckfWInOwCUVWm37/WA0txdREwujn0gGhWLl1kBV4zLSNXAw4agAOADAIQgesTXgisQ+cN7yUcRQbnPCjrDDAWEpqAD6fmZxXq9+AEh2urxp6vfB7AAAAAIUGbIC6BZ1SiuqRD+Gr0Tv+MhquPhjiKrsdfqkgl6p0C+AAAAMxBm0AugXdU6FcL4+NEAfno15grt6Ar9AHXqy2I6/T3uJaf6/HBqo1uC8LwBUs5FhQY/9/6vAqP6TxU5P/eODw53W98DN7mmno360f1f/gwB99z1kjaOZQAqT7ul793WC/DHgAKgExqhSAOfaUkFdi/xcpmFSP+6cHAY9N+qSXhpLr/G3fQ7+AAYLnfg9UBZoeje+9gQAsIYEILck9Ipmf/j9AQaVYDtY8lR/ONfdvr5AuOvI0eZrwR835UXp4vk31iov5Kb69LhnqkQL4AAAAVQZtgLoF3VIgT8RVdjr9UkEvVOgXwAAAB8UGbgCaBfxuAIUE8/aPQ9gACBYlpkeKI9iuHvYWUgAYOlXxDAACAgAeTwpLNfOVD1gAjTAOGx7wSVujZttt44CjQAIgMvR8Ex8s8BKMyZJPo2ZEi98AOLJY88SJqHngq2RidC1XpGhq5YpzXhjhI07gBcpXV2hYJjf+YHYkPrxEsSmeVFX4g6mwZG12D3yfNJ9oMV2nafDcQHoA7pi9Iro99ioAdBaprQm7rPv/AZHRHJ3wd0vz8DeeLuRjuerwRANdlqdD/no7Ubw1clNo1jJAuZT5geD/Vs+xFoQTRRSM6eW2Tw5U/X2/+dFO13+ImSG+nlmYltPUXv73/EgzfV7/F8OQAExM5VkZFaHKYF0oYC0l8PLpgHY+RLmG5XQeXgB1XE5n66cEhevOBvBBA1sgUiICXJnP84P+AHS36Wv3AaHwvOTdpUBVa1AAhlLM9CyrgJqgM8lEErVs3EegyB8SynTsaXnG2AezTvmTPa//XGZppbyw/tkYn5C5heSjgxnDUNrIjHl/8mnzImgd/r2MCP8Xw1AAcAEAWSfFIkHJKswLnv+55ZniQhKwiNgXb1LCbkV+wMK5hE0cAC21ESIk0NW/AA9sTNmTLCvr5OGYAMRDLbx3dn9Sis3pApMzobnV24NQC+RQy3/4C5QsMj/BzAAAAVUGboCqBfwYbcqIrM9K+UhlBgYRTHw5w0l5dKsxBKo+N4JY0RXmu5WZYeHy8EAU4i+HLAMbAEqQGK8eveN4b7j4Fy3hiS4P/PXCJw/+/hrkyjDGZAdQAAABjQZvALoF3VOvDeHUArYQdU0TIdEXx3PUZbnGOgUcbKwSIvnr8x1pNCGjeHrvjgVe+iHgeFfvDExC7fBHMcp0FpyFGckqaW9pxfDUMuvoDUxdfhi47vkw7aj+7gOkUQ4rqkQL4AAACaUGb4CKBBy8AHy0lGQ3/XfxkTBBgCCGEF6ySbj0Fzd0Ec5l/uwAZEAuHhEmSa/eA8AclghD9WzIVAGkACC6bLilrwEeUZwmPBaj/fMR6ZkZiJ2EC6EAlGDGRQDCdinHMg6IxHtIGJG2oAcDXupKPgZlhSFQ/e7EwthgBpwH9EjkS31YOFIyE7vl7+lHmIwAhkKsaTB8TGxlZ3MXhJv+DFzCpsB+AhJus98s5RKRfngPFgBg9Z+e/CHpqXlfqce+G+AFprsIup8EdxQzRmAFcC/r6fBGeGenEcL4A/qb7AGXEzmgXL8+I69LQBWCnrAxouvAOAY9a/UwZeHo1Wp1REdIpJ/L/+UMCEDkv4ApnTk7BV7bqEApB+sIfhKw12GOGOAMj10v/5gZB1TQEXLRYhPHv7AjOAY5MRbHqUj3AO84MqUao4GC+spcBe2h29AOgxpfe/lhI99R7LeX5rGiOYkPeM4V/Wf1e4Zh7HKdy313CS0hhsVff60NSqBHwNfgR1wx4AomJHdn4AIUneUeyghNBZHTPR3tYIl7q4LGs5VMTBh1xAFU6xpbt/XYSPwAdJZpStam/cJ5IevIwDQSOiWv/b3Ew9LSTBjzBgAfpGCR2Xi85+9gAqnZDykvbuBGx8YhA7tVAPn/wZgAQBAmKYAMR/Uxz+oBRGZjUYyWuf4TH/+Esh3thABqTIyTmvycdRr+QwgAPt5DR6RF3/JwdIa/kYmHYL+ydCX/verIJWwdj9xb+ztpFf+DdOeUIB+A/nimZYpiLgwuZD880+T+DYZNO59cZejan+T+DeJsca54yEZPthqHz5+C2AAAA3UGaACqBBz1/CJ3jGM4IMaA8wLHwASZ8K6jM6xGiiol/YEHGv/C3hqdd5QQfaVqEo47ayI2nqua3w3wStj+wqBnSj+YgjA9RHC882AWigATBgWLawm87Vd/y8K1DJwQPKGY0CpajhD8Imb/+N560dv7RPxfDfDcGGWA3S47q4rhlFuKKEa8NzRjAXNcImEH/xnDPMsXrUB6qCUsD7/65qEEXBGY0EEwg0ETyWr3w9YMOMsgdBYfQRVQDJfwkcOf591THgcHT/wzTQRakcOmasSjzYtrx0Iy8IyGd14OYAAADYkGaIHoEESIDEABsjNxCyr8nMEI5JbRAK/WCY3sSW//zAAJnPLA4hHJLA4iO0sPAAmc8sPAAmc8sZACOABPMsLLNVWEAF1l4ADyMg8P6LukdZAABMTpcOKUl/xJdJLKnaaKa4ksQIDEBxCOSWAH5kMkOhFRT/1sDgATOeW5ELc1Nu2LtZX///8Yn0cTUu1T1hgNAFwANeJC6yP+/78ADsLlUXOu1dj/spfCYj8N8AFFmmcQuU/f60JFTgibsRYDGuxZOGOHBPqAfI/Ys6/3YxExKyrd56VYwYITQ3Ccc4Bmbu+cI4ahMxbOAIAPiKlToPJS4G39IW/dB2LkUsAAttZWpvf//AA5zaxSplV///xEM2dRx/EN1ttvwP3h8/tz9B+HOBDafUwCqNBCEmwYKfFtV/IVtcIuTNwAH5HozSZCOvhjhgBMyCoqXIWu1hibXedvAEXACNZmhJOVWYumvfv9Xt9+JhvsGEj9dws2Gyv/CtUbBuHs1Ib+P5tlPKEG/5ERG3CD/IdewYE+K4agyLElpDlT/e9EFW+xrrWBT1EjTBb4YCwgBMc0OJH3R6mkydEAA2Awt+/4Z27xdyViu5RbRgMatcJX+7/CBVXADSL46HDW0g5/1FI0/b/hWAATjJlvCUj95QTyFa7ju9e/08XmIz+/s/4AcgCzy1OY5yLE77/gENq5D/v/i+GPAA+A2UQdBbVxWxTzAM0aQ0/ZUVQwGlWAIUVHsOf64b4ALtwKHFiGWaPXDiXf+LhEQHsCcYfstibdJYYVfv2wAcgcev6CyDDPBA7KurdTQ7YEbJASjkKNWQfvwMu7X775gB2gkLyFio2d77/DPMRxDZLRyZgWj8qv+t/8YRo6NlgN8iDNIZX431LwQYADNokzHUIjqgDqalsMGmvDLKFqNrH/glzYDcP4Jj//OjC1Her/yi0UZmca7PV+H5i1+AMx3crv+RplXzh4ybHlviQttADSQHE3hIYiLcbv/bwIzhSbXx0oYUbmhuABGMEMEEmn5/wBULB7q/9+eZ3e2NvAfklWv/gNH4Y8AG1m0SNq+2u9Jab1wRtX9qCRgDC9Xg9uIRcT+TBE3aYbNoH/t9Iyn73eFZi0C7fYlWxhqP3Xw/s/SKyZjPvP+oifkf67/BPpY/Vd/L8HMAAAAdEGaQCaBBwxtEADVJTXHHo0165uOJWJ5vDSTd5eqElUTnlTjYOFGprDy/WqBGEdSyl8/uGElsB+O4jQOEPDOxgTP8Xw5w112v4e3LXDfCflvx1/Cdh+fi+Pyy1gZ9BK6J0AxqdHXDcIMHh/r8xhD/L488QI0AAADxEGaYGoEHLwIfY9/Pa4Y8AFg4iM6KPhph7vvBmr1ubf/+r1wBHr19/9+AFVekaqvrF8bzeOm7Ewxwh08DT7hAOmWo/NghB61vUPDX3pljoN5F9YwS/G4wCyu2CebwAIgm4imGrIvhvuBMKQaI6q/PTL8AMquacn3+GPAC1NkjJ3fbHQa0E94CzwmTMtAwAXTSGnMpir9wJRmpTwx4AMowpHcyF77CiWYXYr54k04NdolmYkX4BiXRrZMn2UZsxnh7Ca9v0NAl+DAnCIYnCRFyFubey0vPP8gwUS8Q+CHRLAQPNY9aniYQheAA0W493DqbSjbK4wWsuZkyhUz/3BlOnQ4vmiCDBSV6ixaMripzy3hhwAerGrEjlYxLgmbGSrlcAF5ojIiDJ399caPwz0ZOAIwOTYsmmsQ37w6E//0ikJNb13V3h/D2CnwTelwOOH35DQZ6HxBy/yhpX8AD5646aJv36gbNRzw0ESp/7BAAiIRaAAMclonuNhxZW/3JAWGZ+t+yYA1Zi6c8su2IfoD8O6wJZlzSBjaT2dv7wbHGuwCgvd89+R2BLDbke7xjFP/6/BwOylJZyhn/u/gYQASjJCGdZogyOJ9XSX/9s0SD+SJkq6NaXNBh3zrv/7GuQkbXrsR7xfDHgAJxAHZX4IBc6LLhTy40sHjAzy3//kCLx+4ChQpBHvgRnmHAI7OIQHBPHuglir7CrxoNBn4Y4GiSoUE5twAAIC1N/7ALBIgR6kM8BAJqryL/vCeAEGfEJBd+Gn3wL4dezFNu/cQtGWEQcAyanBO/e5v6TdtgSAfUfl/7ZuGYgPfyEgswi5Ru8aZD44AIl92Bj6Wwn+DwLNc0Vuxkf9gNQNRKTcuklpT894EoA6pTA9R7i+H7987Zvg9NHLOp9OxS01Y2prhKbN71Xw7BQjhLixSr6zYpQCV5ACgD6Bk+B/vVBFSlAoG9P/6/63m2xqqr42CiQFXLTI+8av8DBjA61fxF7XEda/MqIhaeDBbyjRnTyeL5j9cL8AW8m4PYhBjoMbcpF74RAJlOE5YRe5vXvjy8BjnF3jgGOcl3wJ4agAJi0U7N+mXuiAAByg7TrmgxxiVll4dA20AeQS/AM2FacAQhhIjFwn+vwBCDBIpD4T/X4cXqa+01//+u6767rrVXuA/1LYD6l7fj/D0aaGEF9H2gYACFvacfvhFIV5IAl1taOd99z7Z6kXC28MAYW757qgRzPZolEb//gBYC0EABemkaa20b3jQQAFsmQl3Sr0d7tUbESfAhF9tbl1DBbAAAAD0QZqAIoEXDeg4aQ/xfw/dxY7nrnUB9KJ8Tz1/gSD2h2q58XDzc14sD/nxeDDCKUZSw48fPWmQu+uDH8Tw1MWIWDs/Tr/KImZMGBnnorYZRQYBf/wzjIJ/BTSgP46DEgyhgY6e/Ds6xiGjCRgY1wC5wqGkKaUoR8VY6PMENvDptrcQDxfN0Il+CjlgQP49nlB9w9IzXfM8Xw9h5ZfWFvxhlBWE2FtUBjg8tpmDLCWF94JY0EJeGH7gkPs9Igq4rjQo1qe8FQg1AO3sCeCKMCgsIKwtsAFXPc+GWaf+F7MIsPPGV8WYACSKLhsZHvgTYeQrVgRB1AAAAp5BmqB6BBw3BLoDe1YBFdSmZvu/f1/DdrolEwxgAJxDWdWRUIVSeBkq2/URqnTvB7lbZIkJv/zeVbgj3HuEp1y/xrAHFJuQe4KTjU77//4N43c4AAgCAWYNGR6H8AhZhpEeZgAHgS5NGh73gAAoNMrJj34TGSWQBmZLUGu/JO0BS9Us8OIIxEAmEEjlImJIpGzyJbWhmY4CbwcPNYg7Rc8Db1tFd/oXEwxwAQyR3iUjrRiPMmmnsG4JJODixDRTgARD/wTTdSkPLDXiEWgGQgI62bYC2H9GAJW9cPgFEW8WURg/r+4gMep1stGzDKdXX+fhqKMJBA+Ii+eDx9CWB/Ka/uEkvIxLZu4hAIKlF8yrtVrvPwBvKOaH+eJhjqtGYJGejeLBDQsj/FsbX/+XwyXynq2tJe7/+rIrhXsHg8Lp3ys/P2WMFERjQbmzbL9w0CU5AU9BfAB9OgCzwwMzCAAIB3GoFUAcFl7KTzP1gWCBqT/cv/Cu10PMWORnK00cnD7/ZgH0IIS6mqJUiUh9/hCLsCmDtO5qY1PIIlpghXJ9/0XtyUWzNuz/wrTWTgRfo/I8R/+e/wsqEKyJ1hK3gcu2BOEh+Gtv3hABcTQlHMLVkxvECEkY0wIypf5+/7KJ9CRN6T7X4vgo8CX8hvMHHarXrz9RuID2MIssyO8v1S5zkG7rv/4BL7sP8x/JTAB+lbUrXfcu0LDYcEfx+uwbctm5fjeABtghiamThLyK59hAC/GKrM/A9iANkQQASM4aXhmQSnABwNhf+d/uBSq/jPzFn+Mk7jCnTyxDBMABM+vMvvdDIE6VrEgg4Cb9fbzGUdM7veAGev6ztZau1EiwCRy48gNKi3v1M29JJjC8AIIzWWv20olAB9uMstNW4CNAAAAAvEGawCaBBzzC4cU+/H8ZmRR0zG69Ak9cxxKX3hjYofDHXEloIcI2BLev5BkIXG6EVw5xkEhbGZhlRjrnliNBZ8voDHgbfU5fH1Ydou4AUkRVjBJGg+nE8lpDjQFi4/XCT7gABJvOF4cQu3hvqxsNGS32MOw505HF8N+Wvc4hCdglcIOHNBvEYZlP+xFWYCvC0bKpCg6Ve03qH0NZYgVmiBeuXwztQnnrGEfhxIX13GiT/3anIxvJhPhqjgtgAAADcEGa4FoP4g3hI7rny8A/VGzYe/r8fy+EDl1AuCCGOAHRtghYUPAN5Ag67hZmFPd+wPC7YpQOHEj9qv1gc2AIgYW0bOh9PHYQXVtwCY3+bmwBxeiPXgIHCsNiEoelL15e23qlb/DHRgBRgcchmCr+MBzbOFnMSC6DAwaplgBDYkwfMy/A0YlpFdsv/fYZRhLvvPebwtEiJ4a0gAKhSDYtSz7D9dEP+do8nZEHUUhWn8AJc7ohLX94/Cuynm2bwJWZgqC1G7t/0zy+wDACIBZnnACIQIWcQWfn+ASEErFKhnCfvPeaaZeh65jBrsUOb7ff/rF8KwI90yQzCsURYhXX/Noh5u2AUa8LUGgsMsgnvCAEDLEBRxwYmNaAMgRvmG7w2eBvICt3+GHMuGBjjDU7+G3/L4v8Xi6+ysvNCaArhzgAGsxpcA7AVKL3wCUqCoImSgCQIZ7P+OBlwA1CddRpqfOAxKOfrwxwL4g5gBe+A14h/7AbpZ/BZ3aYNsAyGpEAA7wMNdAaJUCGdNg0MxwiawQhIcDDrCb5bl1/B2JbeEovpooRgTGHX+PDfAkjsEUQLpsIOaKBM/3hU2A3A/Jo3WEQ/+78xNNo/+Xx71srLxXDXwaQh3QYLJpP718BZnDKXTSY/fmLc/hXh+AwxucbAF/Gb85QAK0Iss2pv+4xgDXaAQzoRNebgIABE0yQAAQF4ABZ/gcA0ggmowGIRMPGFGMgS55/zxfslWO+f/DPVIiH4cAPo119rF//WGKHncUpKUk/7/n9Rv+F8DgBCAcmRvMAjCi2AyoB01z4JS4yj0SDKmrh2uv6SXBIAAQD4v3k30fECKAED8d+8w3oxcE8b4ADMkGnMo4il6vsADimjRrm/DEgNDSwydkiWX+PuJGE6HJHvwwUDhUqtZDT3gao6xWookP878nQR42AXr7897vCPGwC6tr89vr0HFAFfq0/PA98sOFfL//IgFx6X4mZ/CsDQADkB2yc/A6AAIA0gDlyOfgkADIQOJucJAMwHgfQOgACAdIAKfIc/AZgCACfF2Fr0LPvCwAwA8B9KsBiMx137/h5UAu+QCOxNdYqr79/BoAEr5AHx2ET7x3/37/4ZhZwCnKFwhP5m4EsVN46iUamBg9m3Qf4e4/EREfz/8PcPxmZH84fxPJHOSZs2pv+DCAAAADIQZsAegQc9fwkbfWGuGOQIjY6OiTyGHUXfWOC3UFt4I+EGb44755Qfy1IhFc9Ooz3krHh/e426kSx/9XPhXHz314rtYDA9mEvr+5RoIt2hur4vhzhF7tIEMT3hK47acPKHhjtmMi81AV4Aow7Duq/9QBUZwSw+hkH3WBwFBBPecEHwzsgIEbgXceE7v/X/hfYY9Nsi0Kry5Sgl+YMBgn0O/0E8I8PQQXhpy/K8c18d8EOzIQsLnRn4Zh13bgAC0a8oTYd2nu/wcwAAAL3QZsgagW8McAGMAnLKCKE54fhYABeggPUp2DgAEwgJQlgcABGCfSwnQgpYBKV40L/3IjSXgAg2h+WwRL//IAREy4cUAV21N+f+jNOD9hU+DhqhKcOAXBJfjuNAdLl4PnXMOEqS/LxtqWxPC8sgAfTtkZij9bgB0RblY50YEcxMUfLzZFfVnWAIr/77s/ACpr26/53/DngAqXE7880VZW+RW+rJf4A4tEbnnhjihkZMx4CEP1EZ3XmPvXH1gWX9fE65jvtfwS1EthRooP15QF4QDUABwRxZVqKujknvd/7wXJSnBLJyHKCSy4Yawh+O8DWz8VIZ2j/d/wru2GsmfIxzuLUwDGTtlIecb/3h5fv2//YP6Qf35a4cij3/8OQALMhOVdJCHOb/cAsnMZbLhaQrALaOtsG8YTP+sJiITQ9Fa0/+T+AaMrHvXgNaw959Xi+GPABO0YuxcxWbMBSaAxTwxHeYnQ5Q4tB2j+uojiaU5gOUYu6BgDCCG0bd9+cAsd8M8eCCmDB4gfwJNfkANWRQNuLkDwEiWByhNoQzQ+sKPsVqZDzBfnQQRIzAbxSw4yiJrvq5r4dueK4c4Jm+wA9xOTAlgXD1xeAO3q1rnAEuPU0euQ2//25u23+v/zFf8NdMzhFGjSnluff6mzHaUoqUj7/FwyZ9E63/Sd1P+FdRz613kiwLTKAljV9d/uJ0SxvzWnyJTJ3qoP//XlXi/AQtfVv22+pW8RiQ1wtLTXEHy3fWEL3d////vwU1Nd3///+/4V2mAOm/FKCs3J8CpSQtEPK9R/vPDyGQRr+W/A6AAcsoHfApWjgABYO2CpjPiZ7PNmuMK3LBqNhMcDn4tVEyf9iIAykvn/S/wkqhM//nkoAMvM/t/uv4Vg4ABIdLpYHAAnc0twHg4F1JLA5bKW8SkBsg46lrpfkDiljqM/3Vtf+bwAH80Ne95nQyf/eFYSMMyAoANKstDUPr2pjvoY700iK7913/cgHbVfNfjwBbPJU9T32m/BzAAAAzEGbQCKBbw3xsF15HuE2G0//m8ueG9hw7EwV+dw683iQnkjItlTwQQIqjgGa5eSQIHgFZLhzj4CD64fny/+bTmiK4je3CdwbuMDB/m2CCfE6qQljOGPDCF47A+HoplhwJv1+bjB/wjUH39iAg7laYAB89cPQ+j45cxnJLVULbA/PqINQ/p/zxP/zRwAVA9oRz0x+GFwfw7HhxeGU3RwHRpfcJwFVBn7j09xKaKCyn6pF5LmGD+KxwX30DCXDm7xF4YhuUKcIAvOKRNfBzAAAA41Bm2BqBWE///wBn39Hby+a0aWMxIXwKYprgFywveAia91N0fQ/KA4bW5j0pv99VakzEjqe8PAAMgFMMTEAAQWRap4lwIQVy9qTg8ymb5AF5snL2pOA8b3N88GGn0XLY36nh+ErQJ5c/f8/f8IQxsgDgABAHbCWHMHitASGBaltjORW0nEr9wADZGNUITOL6EJ0I5Dx1Djlphbkxf7Q0io2tYBEkX3/vCMjJKPiECVSfVQZ2FAdCYyeQJd76r2AHE4SWn//9AXxwSlkShPk4vCEMfAExg1IxR4GBKvch0ji5zwDIaa2WmwbBNAwsS7ARNE+IOiogrbg8cEPyeV9foBacTwj9IIlO4rW7aMyt1/V4b4yAB9H/iv/KegIITRfrR6B4VBz+WU2coBCQ24CpMGYD5/6y5guFyDyK54HitwOREuBwktwOEwlxZfYgcsdzYFOIZODPnkjQGGVWA1n4RhXcBAfIlJZDRF+s2YBnXi8AOyCV9//gqiKRJJBhzoIBK7jFw+nw8jJBHnoDh/cX/hr4LoVVowcgW67XwiYnB8vtaYIucMklwf8ZhoeTl7/hnKlbwBnBTctu+j8IFXcEd3mH7RVktD/tgokF/xIbcBUmBiAfP/D13GQDhT3ChK54cCRbgeIlwaAEzp4QQhLix1wgoAunkKNnyGQ458XDHgAQyfACO4IYWSDzX5mHArRCcLIefF6DSWAQIuJkAfYFFdggSIcIvWAIZTMiz44qBgzHngR1+ephDvn4b4KTZhjHlD1Gj9+AjFTQ5OFMom+9wgEuZ8j8qwQJ+G+AAmRDdHKRikML6g1wR+Xe/xPC8qo4+WIAVUnWZP6oLfZFMZ9YO8jRlHpQM/N3NRLcvgCRtbSPf5YIwA2Gab1fvFBSEAr24Xx2FctzT1e+zAANLAABApoAB5fjhg2eAiBc7f0Klf94YQkMgc50ebBUDFikGMRjdZuX4C3pjfjh2W6ZcOL5phZSK5HZK3YRaP/PGJPNqecXEIRSP7PAMMHGEgphp5qDm4unCbcopAtDHSXw8D+yMGgAo8mVn3d/uaAj9O6RcWEBIZ6IRkfnbikl7N/fxsGj/jYYwqSRP/wYosRpKTv6v//8OaGADx9oyKPqFP/bDldGa0y0NsAZTOer9twAT2uOdr9hvCtmANGMwoBP0v2QcXkgmfDz9wH8gikHDMKap737L8J2HXKlKqeb/+X4OYAAADQQZuAIoHHBPxsPAL3rNUqLy0elPhmOBtq55vtYcij/DGGNzMGCrBgrPsG0iVO62hsVUadpsfRPDeNNt2s/sDYdiffLx0+aCCK5I8Qf+46I6eJT/nujQKrgQBx18aBCMYfuZvmtzXE8ndVw5yB0ZH8v4RPHH6pw8N8MRJmnP4Q8RfE8LzKZmSIghwHhbAixEoK0pfkXmCAK56sDDEUNH/8l9/DNWM2tBE6cPN3Hzz/i/MoHkDQcln0pFKiOGtLFKOmwh5fh/l4ibwDZzbvc/g5gAAAAvdBm6B6BFw3gAU2RKH06pF+ufaNpX9KH4Evr3VwQvlgEXTTD9ub/i+bcaTC+mIEAwgAugIMd0ysD+ivrgV2zeGrqt9/4AD6FQxY+/UPmFigysoAMoNcoRQnK8Es8QAE7AE4nhlOvc4/Aj85/MAIYI7ac4/q03wAVTE6mU4j6H/eGMJn2sEwBhXRMoZzWq5ACsCYfc6CXTyIh/z94w1g67xTwq2X8soYFCz+WqvmVFvgdsRCvaVobvg2WV5dXfiYYgCrJtKPXHW+ACMfgWrKWApAAl0Op9Tc796+R7D0Hcp/foDBWSy0T4Sj+BJwQG7wAMtpGxEpRdCZaiGIF5NNl/2KajOk/PBmdsu1d96zESG3B7X9rD2CsPY8rD2CsPYS5nzPiiOKI8IhANf6wimlgR5qifYdosfBsk00mGhhoC/8N162Qn/rf8RDO+gAIvwr2MI3qSQHGSBxaq7e/91GhAv7Njw3f7A/+uX1yiR71rX1xfhI89+AqiRxXYsL8K7MS9TeGOChEFmKcWc0sACgtoiTH0Re8ABweRFcJ3L8D4AfwBAbUk/IuOiBgIpLjZEn7gI6vSzw3wMZAxTJuBajqSlvAFcGIzvLTO/v6WJ4XgMAALgHcK/gOAARAoSymAEYhYu1hOsOO35fcwGBZke3/fBMFSstzmd56HiJsxnPYhnvouksAhOhhin/fk6J9DlkAhtAwYU/78lQVukXeXEZFeZz9RudLYIr+nj+HFsBi2m2ttf399Y8EC72e9xRQctpADKBES0pag3iBKmfEg3I/yvvtS4xj/gEiw2//5+Li/xDI6AL3s1ynUSAEokrm6/z/BI+JYWKNV8vwUQzsSCE5ZaEcJTc/8p4pT//1aJ4agL/gO7A4VqS2DlblrH4MZ8+HFOki1CqYaYaFUKphphr/OiIHFGQcUZ3GTGWqohWvCsBwACQ63SwOAE7klgcAkUssgASKWdgwC6tOwMvlMIEmc7Y3hEiAcBlSnVBR4QDQBnJc4dlE/6uQcwAAAAwQZvAIoHPDMMoUj/R+5Atj9cXQJURh0gcsVFKC+esPy6f47nrkXOz4vk22Y+AwgS4AAACeUGb4HoFvDFgsQywHFA9LA4AoC5LS42KkPdLw0zoOk5cOL/+tvbb96mv+G8JeLsA4ABsMB6UsAmTMMPiK80oE0QgBewCKXBs5/P+AMrg9Ai3v/PxUTBhAA8E7EpTwO+VCr8HKiERGHX/gAXPNYkbvSie/Avw0HinS5vdBVQUkgAqj72Xa7q/3ABe8a0vlRH+v8BHltHzsIiAxyoMA4iETPUGEAAkUxgCAC43/ngBmeV95gMDqoHCOmo5mNrr+sfiHuBvzcZf/jxGDUVMdyiIOhpciJD469RA3zf4xsA41xTj5wnEamOQp2W2Ihj4ANr2goUpD9oMONHCVAMGVtRbvt9G/+mp7/2BfL+X23waZMP8+v0oIXRyoOoEF6TSHyK+/QxLUS19ZQ66+jNXnnUP/cZf8UHFAAhdNdptPwKjadk2iugD5OKXY/f/+OwFafDe/ZFg9/wzWwABACAAQAQLG60yEMpg41ohX5+C1BCNTlVy+gXdAA+UObLon3ewv/DXwJ3jsti07v33wCBx4D21OJqMcgl9PNz4zhjwAIZSzPQsq7MAANgAgCTksA6QToFMJNqYxcfIwFcONcqtcEz18vDHBLoAa7sAQF1IH8PAAOgAgCTktgLARXGnD/LPzxJoRljKFbDJJ8JFNc8xa6db8ZBQEArt+ucfD0EqhDtIflnkwABAOdigMG1ETdr/DeBWlZmGljh5it0m7llwLda60314gIBX30AECPxSQSFM4hK4JphqB1po8NaEVv4MOrGGJkS8WTeXaAXBMhOYdBfHAAqQKbwwgAwSgxzchUZGYQ3T7XND2mOPS/cWWWZmmbLtm1yFXLr64nDAjwAAACBBmgAigW9TpG8EkIHBdu8IBcW05XVKhnVKxnVMvU9AqwAAAgVBmiAigX8N4ACWyXJmnpcNfxpcVw5wAEyQC/mA5oUUi+JqPjDUSJaww/XmHSEkRjw6fMp4AH8YpRaRHsk94Y9PByzg5WYngt3i6KDOP16zVe7+dGFbeHhAPhigIAl/LqtGZ51ift4Gqd4liZSv3r31FU061tOmcIMKAxuDMMAUn5FGOL/+cCOqR5cSGOBHiPQ8CeIfVM33+YG/DdtEZCnvvCELMIAREBwmNLDhMJLhJhIpexfWAtmoyzErKBwIQiWHAIxEuXu3SI/e9ComSGiqUCf96ezebH+Pg/rhWEo0e5gZBt90ICY1wXTy/P+vvv/7n/CATnFCpIPhGI0KBX16/fPu/8TvCfc/+L4c8AIi+Vuvl4aS7v8vD0xOQ7EfnisQF6cAP5hpdnj4HNGc9ib+wVC0WEUP/8iED31kIceD/WbX+/1gYqLqgHc6p7e/gMFLLqIB0o5R83u8NuABB9d93//+BCaNIbdSKzh+vam7R7p/DEM1r1/13+GsFxyzWSN7/2/qgaCSlhf4kSFfEaANFGJjUge+8bsMgHYoyDaL8r379FrI5i6p+lATuPzOPeNTZ90AjxcINYVKAdAHx4VT47Mj37/gBs9k33Pv+KiBAawJOuvY9OhCMn18BZjBzSdGmv/37+DmiOjTX/79/4VuZ0xwy5/8hkhxBZwwecRsdGnzw+D2AAACD0GaQCqD/PX+Aha9Y/Xw3PSGZ4PXCH35/64bwEj1rcFplCquAge3vroXiQ3//+ACC8lb0hewXDid35fOeAYy/BHHQdNLA69FR6jt8EF5WM9IR4O94LAwxajuZC2iDHh66oVlLwx0CHJtAAcMu/wDlHGfsBviOF/MijQ/6asS0qzVSDOgWGEmtonIPl8MQ9w0fBh0GwgYt8afoYynSuBAFLLf/hjo7yrRoDY8LXrAcFYC31NMf6aMUYSRhVjco8MWCLSAMwa0HGD0Aw4CCMNqUdJJNTQQzxND9/PjFBDEuIhfO7xk2NdF8L6m5Do8KV96EtDaGHwdoIIOxbXSzeCuFadZNCXQRBei/b8IcI7ruMV/wvri14Z1JDB0M0a/9gchpSXhWvAgFyvKABKrvAk5RgGBruVfuGD/+Pel7Ky+K4Y8aHpvDo4ER3DMm1S+uHJMvDnD8vgoIKPDMPpwKpdxPAdfhdAPBDYYfQlekieCexxgPAWol4iuSsOUBpiuFcz11PqhVJrPX9BJ5H0ovDMx4L+C9lEiz0Mv2QX+zLxf1wQbKMDTxgaw0ho+7MpyAb42HBHYhYEqPgmLqVFZiOTDsTD/gwoEE6VhCegJg47F18Ps+a9JcKPh7CHT5zJruV4AMgZroDOCV6Q2EPxYPAHMThuS/w1Qwbn4rQpJT4z99D6dBELsQ3z8Zz1+RHx/8uC2AAABK0GaYCKBbywAMZq2vV/BnhtWNiIY4ASAZLTgUyueYEHY+VRElRf+wAByH+ioVjePEnFC//eAPimF5WbIRvmKP8gOWhDEXSQGtkyn3mMOsXm7dYeSTUOGkqzGgRuQvzwBRxyJUfzAbhTRDnHqFiP/sb3hX/UwfxvDngAuNgAaMrgBALoWvgESjwBiFEZkm7zgR7555eBrMhklOxFZX/vbxgcUACEAAUssDlFlSWUX8DcDSxQIcHk5OCQgmArIBygklF01r/4SmgCYiYlZToOr8mZyQdX/DP4FzGwKAhBMcthVx8MiBeXlkFQimh/hZtMYALCWWIEq8HkApKsZwacNGnB8OwgACQYogIBcpQMD4WOlHVNB+D/hctvwC9Tv+L5uABZIuZd15Cmvng9gAAAAFUGagCaB1xfKfRJHTYFQYzkxhrwMkAAAAGZBmqAqg/zeAkfo+7l4bsoEthycWdpxiuz1w4wF4DHj31jeG5S0PoaJ4IdNWvjObw5K9+ev1GQfUa6o3iI2ZfINrjeCTxoCAS3y8gPvwMb3VuBFASEER7CEBLqnQnnqdUyRh1KH8HsAAAEMQZrALoEHFwlzlHR9y0iF+W1jY8hXFYyMnx1+QA+evoGfR4WX595NJufT7+ENzFCsBzYMia6vl42AAVBCOCfGyq0OOgOEJZS+DCwCB6G0fatHBAF/gnaO3h8g14vmD5rdgJcECPGVw3x4a1p4YegOO20BiR7lXLLmYmYkhJBc9rCHnbWGNyWIf+erUphDE1//LMBMNwRIk7lXXPXUYHw/46q5B6vRL5eOg787xHDlkOhf6ziAxsGBtxiN89dEh3D/XPXwhZ/1/9RXfNjA6WPEc9fzNx9j/gvxkEs6BwzIxr/w1f289Ukkkmmo0/PVJJJJppNPyWTJAT+JkHRq/AVjFNi0TyQyhDH/VOgXwAAAAO5BmuAqgc8OeABZ4BkKk4FkTuR94XPBtMJEz8AYB16jXAAeYYTpzHvUlLu8XwqNWakN4mHmCL9xxe4nkULEwxD01QDjiyujPa9+C0cBVIorjX33++HXcN+VPMI1UndYHMZRwEP7R+mBoQl2hz/TdUv5gAwMpe4/94Fesyq1/34XCMm3tNAb3T/iIMM6bmberYP5WIAPNJVbvlEX3uA7dMtiqKpeHsPk3BMuJ//DXYICCIWJKlMIhh+/b4CkW/AmZCXUqKqE77/422vc/xnDUBYxvpe6lgjp/+kHD5S0p38D9MEFKqbvRRCLedj38CtAAAAAQUGbAC6B1w34fhSr+HieWAvPSHRhG46D8UPcq5ZczEzEkJILmsFKHjuFncq77u+GeerTTTX+erTTTX+TuovqkQL4AAAA+UGbICqBXzeCd8CLPDHAFgAvOHNTDgiXC/3AgCnAmjlJlAN4y+9YSt0wYtr//7+EU2ESGtMAFqYIOXtKKq2+bh1yH+7AAqLVRDz9jGGVaH6n6G8MwWIh4Fo1RjSr5sREEkwiFIQ3+FSgNSC3eRmIh76Yf2EyMwjDan/oDDnDfABZIUxSiMSklh/+/3GcFoIBEy9f5//GYkNYAKxGgbmGW1h6vQxTaRGT53LCJgzr/iYZ4JgEl8GfC12/9aHWQmiJ13jAAwRBF2KJwJ66BJ37wDITgD7RzRmIrhNl+DxMXgHhnXtQyPqWU1LU+e2GPgApKuH5Xz/tIfAkQAAAAE9Bm0AugWc9ZxBOLmrjJnxvUoPl8ZY+qcih7lXLLmYmYkhJAadyrvuq4zk24+UXgloyBhgEuAQUASCia9DDTiM56pJJJf56pJJJeM6p0C+AAAAA5kGbYCqB7wvwBR5MyjwcRWpc4drqxYwCsgOxRc5BH+ER/Yb0BGpADhcZGq98gJBvR/zaFh+dH13vwJ8MhfwAXgWovL8Ik/Nv4APciDdDPH3LDDomPYBJmdwzh8AmFjrCFOBCPaEtasUuoC2FRegR7+LMMAaiJF6H/+fB4DGBjVF7UZAD7GyOqR/3+XQeAMYBBPl60hg3hWYQEAIQA7wWSpjfH6/QAszgsS2pBh6RY77BdwiLtW8GshNO/DDCAlIUIAJxGgIb1I/ntlRlMIdiz4/W/wBIo2rL/NYXoR0uEJW67B/3+DmAAAAATkGbgC6Bz1MD5fHQf/VIVwvYIokhwYcQLdBdU0KMvHxA9yrllzMTMSQkgNO5V33d8bwQ2aG7NIK5qA40EBPoK56tNNNf56tNNNeM6pEC+AAAAC5Bm6Augc9SgrqnIoe5Vyy5mJmJISQGncq77quN6pxGc9Ukkkv89UkkkvGdU6BfAAAALkGbwC6Bz1MCuqQih7lXLLmYmYkhJAadyrvu743qkEZz1aaaa/z1aaaa8Z1SIF8AAABMQZvgLoP89eG2DP+G7UAC2b5mbSBNe/vXIjrf94CJ5aFf3hnqUFdU5FD3KuWXMxMxJCSA07lXfdVxvVOIznqkkkl/nqkkkl4zqnQL4AAAARpBmgAyg/zeEPBMPm5KVz1/HMlY1iuGOYQhpBO5Qa0ABU6L+WA+DL4JoaQD/2ehjIt04rnp1/ZgfC83HwfcRw1jwamOgExY+T7hr/BNd4BbMdGqnoAmB8/ucfGS5/wSWA4aSsEAaQrhWgw5Ak/yBixtOv+aMZFeIHuVdLmYmYkhJBcOXptufmDDGSNoYD4Tw5EK9hxlx8TtKwMZuRZwgCJO5V1y+OAh/DN31sw1cX/y9NxPBPyh8Jc/MPlDw40JS+GYwUdHo4EFYGgSK0YF/64rYFHhuOFqCKeiEdU3z1YDGifcMP+etTVTX+erTTTX+CWGEV9eIwFx8KV/SfDNKh4eAbgwFeTn/HAmB9DbfFdUiXPWBI/D/5X/BbAAAAB6QZogLoFvVIIvEBeCby95ACQAE5LlBSaCUbFltcAL1CtLU3EW/7YkS4Mt9xmwFeqT/Rv55l2v3V/rABcseVW+aN//ZiAB6Jho5SLiam8+pQV1TkUPcq6XI+R/jTuVd91XFdUxfVOIrqlrnqkkkl/nqkkkl/qni+qdAvgAAAAuQZpALoHHJPD+pgV1SEUPcq6XI+R/jTuVd93fG9UgjOerTTTX+erTTTXjOqRAvgAAADhBmmAygW9U4jOCOqPKCuqcih7lXS5HyP8adyrvuq4rqlL6pxFdU1c9Ukkkv89Ukkkv9UkX1ToF8AAAADhBmoAygW9UgjOCO7PMCuqQih7lXS5HyP8adyrvu74rqmL6pBFdUtc9Wmmmv89Wmmmv9U8X1SIF8AAABJNtb292AAAAbG12aGQAAAAAAAAAAAAAAAAAAAPoAAAQcQABAAABAAAAAAAAAAAAAAAAAQAAAAAAAAAAAAAAAAAAAAEAAAAAAAAAAAAAAAAAAEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACAAADvXRyYWsAAABcdGtoZAAAAAMAAAAAAAAAAAAAAAEAAAAAAAAQcQAAAAAAAAAAAAAAAAAAAAAAAQAAAAAAAAAAAAAAAAAAAAEAAAAAAAAAAAAAAAAAAEAAAAAAyAAAAMgAAAAAACRlZHRzAAAAHGVsc3QAAAAAAAAAAQAAEHEAAAAAAAEAAAAAAzVtZGlhAAAAIG1kaGQAAAAAAAAAAAAAAAAAADAAAADKAFXEAAAAAAAtaGRscgAAAAAAAAAAdmlkZQAAAAAAAAAAAAAAAFZpZGVvSGFuZGxlcgAAAALgbWluZgAAABR2bWhkAAAAAQAAAAAAAAAAAAAAJGRpbmYAAAAcZHJlZgAAAAAAAAABAAAADHVybCAAAAABAAACoHN0YmwAAACUc3RzZAAAAAAAAAABAAAAhGF2YzEAAAAAAAAAAQAAAAAAAAAAAAAAAAAAAAAAyADIAEgAAABIAAAAAAAAAAEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAY//8AAAAuYXZjQwFCwAz/4QAXZ0LADNoNG+WWEAAAAwAQAAADAwDxQqoBAARozg/IAAAAGHN0dHMAAAAAAAAAAQAAAGUAAAIAAAAAFHN0c3MAAAAAAAAAAQAAAAEAAAAcc3RzYwAAAAAAAAABAAAAAQAAAGUAAAABAAABqHN0c3oAAAAAAAAAAAAAAGUAAA0dAAAAGwAAADIAAAIHAAAAzQAAApsAAAA3AAAA1QAAACkAAAApAAAA+gAAAEYAAAD8AAAAKQAAASUAAABDAAAAOwAAABoAAAE5AAAANgAAAEQAAAHUAAAAoQAAApcAAANBAAAApwAAA44AAADnAAAC6QAAAOIAAAPMAAAA2QAAAt4AAABZAAAD0QAAARgAAANcAAAANAAAAo0AAADsAAACAwAAAkQAAADVAAABOAAAAN0AAAA2AAAAtgAAAA4AAAAiAAAAHQAAAB0AAAE8AAAAJwAAACQAAAC1AAAAJAAAAMMAAAAlAAAA0AAAABkAAAH1AAAAWQAAAGcAAAJtAAAA4QAAA2YAAAB4AAADyAAAAPgAAAKiAAAAwAAAA3QAAADMAAAC+wAAANAAAAORAAAA1AAAAvsAAAA0AAACfQAAACQAAAIJAAACEwAAAS8AAAAZAAAAagAAARAAAADyAAAARQAAAP0AAABTAAAA6gAAAFIAAAAyAAAAMgAAAFAAAAEeAAAAfgAAADIAAAA8AAAAPAAAABRzdGNvAAAAAAAAAAEAAAAwAAAAYnVkdGEAAABabWV0YQAAAAAAAAAhaGRscgAAAAAAAAAAbWRpcmFwcGwAAAAAAAAAAAAAAAAtaWxzdAAAACWpdG9vAAAAHWRhdGEAAAABAAAAAExhdmY1OC4yOS4xMDA=' controls>Sorry, seems like your browser doesn't support HTML5 audio/video</video></div>"
      ],
      "text/plain": [
       "<moviepy.video.io.html_tools.HTML2 object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "z_lego1, z_lego2 = encode_svg(lego1), encode_svg(lego2)\n",
    "interpolate(z_lego1, z_lego2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div align=middle><video autoplay='1' 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controls>Sorry, seems like your browser doesn't support HTML5 audio/video</video></div>"
      ],
      "text/plain": [
       "<moviepy.video.io.html_tools.HTML2 object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "z_face1, z_face2 = encode_svg(face1), encode_svg(face2)\n",
    "interpolate(z_face1, z_face2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div align=middle><video autoplay='1' 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controls>Sorry, seems like your browser doesn't support HTML5 audio/video</video></div>"
      ],
      "text/plain": [
       "<moviepy.video.io.html_tools.HTML2 object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "z_bird1, z_bird2 = encode_svg(bird1), encode_svg(bird2)\n",
    "interpolate(z_bird1, z_bird2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div align=middle><video autoplay='1' 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bgDb2mEZW88FsABAIAAQB342TlgACAdcV2G2qSe8AIYAkCd41FpjPg8DR33AAK8t/mAsdMhtljgwARHAytWxcoAjwQT+6wORDyACAFajP/0uTCtmZNFl0VXBSkEbcpABb0Hy5GJTPFEStWQBvx2aOHaMfOwYGQ6aVXQFCIERBAkAMOwCgEQsiDUv8GPZkD0uu97OUQE+9bo69MR3vwAxC4THWfA1ZY2FyXZbPmOJGCH/rdHL0YQr34LOAAgACAQaQdccdIESJB0gRI//AcxLI5nONqmh6GdlOoINmsfWaKv3+EtIJZL5h8N2f+3/FDNBlM/9vXXXXXXXa2vhdQBbGAWxGRbJDpbgJ9JDDUAMKouoAIeXpMuAwOtIN/5wTjsjhs4Bm+2oFiwCn6qA5jrsAo+gU2MOgcYrCQWJbTgexpP6wHYNalXZshpnYMDcnlGFQI8ap/lpCrvqDkhKvfv8PgYAAsQBAOA8UGyLZgY9Uv+/7KmMotzaGf9iqjZCG1MMzSLys/xVFTNO1B2xtTDC6+IyIyMjIyMyMP4F4pLRSBaUPkj//aHR5u4bc3effC34AAIAYIGot1afDrpkvFSn2U+kNtYgLQ6c0oh2Acf0ChBhvhcA13wCwtcLQic50+CHPg83QACsvABwCqd8BJInegUnJOUAY8xAgAgABAaualISj5EEBI/g/g4gAQAAgMXA5sqsADAAEBe5tOgBHJFsk1a/z+DBoEgYIRTXQyMrN/ajYyEfl+Ey0nPGWRC08zwdYZiRzf8rjuIIff3g2Y0TDyKK0ImHwLfgGO8Df//8VMjJre1MjLSh7oKlchUabfv4B/wJOkFFgJbgJi0PyAAEABwfcw4ACAA4PufgtAdZTez60COeH2T8nXydBjw6euuuuuuuu1rtdrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrwAAAAZBmiKAVUAAAAAJQZpA6Ar9XgU4AAAAM0GaYFoFvN4rXXEAt1S31cDuCGIjB6diuCSWDAvKuuOL6vJwRxXenIrrB8mIQAA665QWQAAAAmZBmoBqBdwlOkYaCOFGATuOGA/ibG+wUcJysSiebnDAQ45nlqltrjZDVNuqAjBtGg4TMNWADMXWmPhPfyA/kT/zhtLV//sAGJhPQRA/WsFX7iF++ghoNwB4ii0l6l9PC1diiUFfyWoy2LovBUy8oIzI3ci748TyXewZC4I+Ih1fYqoVpr92mvEw9aqwwQ1ZfHmj29/gAdYLSuVC0RhL8w0gQNb1XCG4fv5GB6mzthGN4MDT1SFWQM1/u+GFrvn99ZJG8UddZRzl/fBCLy9xYZ9d/OaU3AVgSxvQBH50lASr/6RQAIY/NFweX+WKsuWRI/9AIYql3QdS+PXKg3NDiEoY1y1IyIhCvxd9kBUdbsMZ6OZI3DBeH6d39GLfaOp5K2IuYVT1eVprMg+v7d4KPQ0FVcHV7ClhwieevH0H+HN7S/IhhBy2L4iCru/iCTO5vEGWggsVP58ngB6kaPwQ4Ah0VqOGASieCaq84eVqjD7oArPPz1Y1Ig/9U0TxW8wcjpMXBvxGcQJYdgIoAAYfi6nAACQEBsv5hHwV5jxAAYM4ICxjIxHxrvHtfC/ACgr4tNWACQT6WN2WzPRGo1k/BLGg0xWYrX7zCCQMz+3+CYw6oMFy/kBQeY5HjjsTgTIIIRShAk3gEi0nl/iCBRsVXTpTPvQBs5I2nSBzwrC6VuY/9wwFv8aOjLxKiqHoGFx2z7hzujOWf1+nmQ+wNIuE4W/d6/E1Kmm/pKTmuK7jQKSsErYGK4IMOAC46fGEuU/96Vn6+gd8UcBAhoHf/4Zgt4JUN2ECYPt8+iE3LnVII7PvX+bYnf8FkAAAApZBmqAigW82EO2uoG34d2ZkSwFBgEoaUhraGDwepmvHD6VH5lyrAgfGSv90DvkQICK4YwxnEAtmPF1zB8Y/hu72g/DEebnTpY83Utg1/pBxnrw/eI2g0v9ME3sE0MLlCtCahUbfLwgFoIFaa/+FscB+rgEhuz+CEuG6PQxOPxPBFGwNF6TQZszrkpfDO2DcELyy6ibF/w9YNgzDz7PSpWBZqSx/8EJB5C4UCUD3ZLqG3yNyDw1htLddf8dDApm7B8N4frHZLFOVoH25rj4D6sqmDQCgEMhuX6ZP1+xin4XjoCepmrMWHGtDHwUTII+FYQpa4082uhqB0RXBBHxA/h5B3mBxge8dHAwAVMsOiL6KfuE//PIivGR+3DdIh5NwX8K2RUgDEcM3wdR/1XlAoev/8Mw2loaAev+GkkvVxPBBkWZrxUYYh8ugJUVtAadA5ZDcIOXN42lhqI3uOeNqxa/cswAKALwAMYbwh4YN5QeBT3sfKACdwgYbhkAbh7uhdgNDyX1aIEww+xeFaSAWNCSHR5RGbjrhwrQ8qCOuFRjYoXB5ty0PGK4a3jQAFTYRuJxYE4fReW8l42lgYTuPlMEHZdNAagPpgpnAJo3dMcnQocFrjJaJS5XCV/8b4AVAkU7edgLQRCLwQUiUDwOpYF34WyGSqXcMBckXCuXDsHNc9hzoC8GEwYh5O24vzgAMOQd0t/0Qb0Z1PjeOAgUAOH4ndJQJcA8IuO4AAKJLTt04Y/OrDaLZ+GeZtv6CH4DiuC+NCjobyOPMzFh/l/GUUReoJcEBw1DzUCq+enEuj44Ovl0/4fvBBh1BpRA1mluD405wWGkA55qsh7gh0rselYNBqf8zAh/DMcDwD9QKtB+j/3UW+/gsgAAAAZpBmsB6Bd1i+sEZwxhmcul8AH+JyethO//uAXBPt5CzgjXyzaAACAHXVinyABQ5lh1/IGe4EjeNpjEOAB8fBLnqEd/77w3fgZ2oiE2MVMNlX/s8yAbxPY1v9AcEemYlQ7Oy/eL4Y8CPGh/kYtSmS8xsXAt2bCJp6t/EBeHRb0/ABDWQxMq2klf+2Rj/4dUUi7oAx769Lv9hGNwqvTNP24LdOUaRv7neFpZeiEH99Vp1uE1u42N/fTgr4rYdikInwBYEuIqgBCchFiBfeKAAOBBtrkSifzgJnhOh50RxHv9wBgF665oQTlCiIYY//9wEph3Fqc/Pc2QjmToMWeosXIo8BwENXD3Rb0XzL/aaYt0iX8gnyVsEXECseryxk0yAi4ohP/74vh3CoZsLcy6z6FWDKDkwBGrz0oMaukFbee97Efp3j3gBvjCqhWe/UjqqYJZwCHV7VHdSMAEOLVlggACxMUMB8QA0AAdwBBS+4wq8rRxnso5wCaAEGXZoJsXWYgafgwBYGUrtPf+pk1gHt0IS2b8tPgwUdTigugAAATZBmuAmgW9QDvgh2ChpCKHB8LSgSrARA8vCTa8qx5jMNIpbE89f4SMX5Vy1s/ggqo6CtgRjY9NASdDLrQENATQAK+wNMNbtVz/DNkx8BwBqOznP8Tz0xhExb4//u1UeB38ORwHgeBXfskMNS5PPHbN5Av+HV5/h6gCaVAJKG4ZQ8i4IFUCjZFOvjA2HBAG/L4UyUniPGQaCg0TgPACJ568JGDf1w87Xx2Nw9wYMV6KQp2vCOmd0LOSOSHDOzPg+2oXhCc810aMpJpJGjaSaS8XRo2kmkkaNpJpITyYYi4MwR/Lx4mwLy5AgsBJEDlO8Vw1IxTQ0i+OjGQbcI+TnUfDch2yqHYsjqBGh/56+5S6HBC+4+WiFB2qCWAAH4iq6nP/hHZMBBBwN2MpjqwAPwC/uxVAIDgsgAAAB/EGbAHoCRhgL4AD9DMUMmPEIspIocASTwyGPfqmzuFe3Y76Qmo6oAIqnGkaTf9J+vd1eG4IwlUT2kawlrn6h88HT61rS9r7ygLPANvltHd/V/yqaJkg6vGcL4AkwS5gbp0Xd/wAi/Wc9IhpnPKC1eQu5Mmj5W4kH+Mf6wWEra5aIDaQJbN66yw0PDOsBRCiNjPDquNVP4fhjhuABEFuRTNono4Fb8ItnSbffUMAAQBk4B35GAQJr3YYBAN0zJoavdA598LLgCxAWKrsvWfgCgtS3ed643gArXsgUKch+0Cw6AxF08JvIlrmBLPMGQeEIdlL3/AuAAEAADriSRyCBOdB3G/eQCYGOyMWGk19e/9fjp7aFu12cgaAozJCdaZicbEu8EGOgcEByKhI3xLAu11DTtDYEehwEunokR92DQ7KxiRAW4G5YIMm75p5XH/36eAmvU5QCuLPEe/8GkSMe2K7k0AXKTshXzziNCFcREeVHP/4YMgbyTvf+a0N/WGDIDLJO9/xXC0EZgACAHrgAGOpPgSbptjKVyhAqU7DjL4DgApwJhBrXy3XrUkFmJGIjgFdq31J//B/aFiG9ykZr3z/iNzb9c/65O4BIzXB9esSIDMEbBfTBENL03Pqa8SEMxiavYZG6jiEX0GoPR+3yXfv3/B6Gtvmu/fv+CyAAAAB1QZsgJoCRzY9C1Mz5bjleJhwIjOK0KSbBKw6lBAVIGC1H56+CdexUMBA8ZyT/xnLGo54YHIFlw9whcMJ+PAUFEguydBl6hLYG9NthhlgaHIthgLKI+WNCouGqCoEK4I5gwLWlB8MzAATbAOYwC56+GUP6+CyAAAADukGbQFoCRCIkOYAxTdEZIekjGjLHnPw3HUtnhuCh5CoQUU9wKuAcuQMoRTgpUInWQmIbIE5WY5ysxiuZoR1gncR4IAmOcIAAiFczABuoJVIfczt8cAQwLu3zsOz14vhzgAPwMMKkRTzP6zQ4R/YWBQBoktwzwqxPBB6oFZrgDMIFT3C35/wB6FXxYt4ZEgg/gByYMMjxKRz34AEQW4imPongXGSy5Kcwru/3FuIStiuOEaf6hIJRHF4SNg/1QsQV3AX2Ye8BaLvroY3wNo3Cz2F8NiLVidrwtA0yfKyCmwUKXKysEjijPOI9Pjkf+jiyYKhhoE622x9y9yu5hj0qDTemg0Xbfgw4QLitCJAIakw7GGVM2v9fFux1Xz7HIC6FFSlavW+ChZjYhs8XxuygAW0gCtoLaIk4T+7wPqGmL4FctyGSp0PjMEiXq5z1UG/BgJH62/hgm7GzSlB7bB3tcz81KNbbiEe+lqSFkNGIznhyKISObR0NCTXngf83Hhl8ZTRKvPI1638QHfIAF6BdlkaOI/IPYHMEV61j5OoQscWcYF6P/zv+LeZsw1d1p3kQIhBmL3wYcVB0azDi90av0YG1olScbTAcgiRhsQqso+VDOHiGwDuDLVH9f2v+8/GcPZy4e0D/ABrrJAxVEPPz6BIUHNT0tsMEJOVf+8ABKDEdCU4a2iAIO/YQAxpmCgPHZ936zfC78AYXq9RCgAKEaDtrG89nnADzt5Fu89xAfh8JHTdyMbX4DPz/A6WRfEWGIf94eAC8SKL7CKa9jkHqwABAFAANEyAeNEKgmvcT13NhI8s9+BIC4s9hGN8AGPDcw7HqY//5h+vdG7kAsOqUBvqcwR+jeB4ALmNgtqLMvLgATKPcUjijCnSb1/APlIJImJ/1w2IF9Wc34DX3ZiVTjH/tDrQcpeNWfhmFvR8MaIf8ufXgCoT4tm9Ow6nfAqVQWFzJMEn79bIISENom0KEy880VMBhMXMRyYhgiFbzpccAcua150dtwVw7gAZR5Kb0vcI+15AsV3f+wAGfUYqxT1HyaLVoxjpJvbnjBRAl++0BIbfHHj/RRX34OMj9qf3+vikTDwPcfzViR/Xn0CKZvzu6fjf8i342CrZogCFijd/jQ3RnqE+faoEBWVUhWOanpvh4tSm34HTvFMoe/MGB5w0bs319xfcp+PlaaN4v9foL6/+FoADONrEymdcOzgoYC5CFJBBK0VHfWC1kRHUXYP7sv35H7jVVVP8H9QGX0/fm7/mXq98Pp/wWQAAAAQtBm2B6AkcL4IW8eE2D0ej5Q4edq0HpfzQH4bsChgQcI+OGxpRA0SED/xfBJzGwwh+ApT4LPHR/+NtGgFOhxoHr7kEPAEytBC+H8Em2cTb7Q4exiqdgQFBDjfaO2IN4I0/8FOgi9dYJvHOJ17RUi+MlS+VTAACnAZwT9jD0O7YGpqCBwXk6Ioz4LodlxqgBeETHIMz1Iy/BBw7FqKKLIkTGQgrTRu4Xw6d/GPGhitSrwgcD8LdDExKhVOAiCcdMixMF+HWBd4IxXCuCJ8eqYVfg45loE8nEOLjlgTKC/XG2AlQEZwwVIKnUjCVi1pIf780QoHH6hBnO2swP/4ZhmDYDgHLtN5BXw3M/wWQAAAYlQZuA6BbDAgOYcQomBY5gKiuJjDqWvFrLIgEi+t/8ai/GRaswxDsBIOU34caTlqAUTVFxGrvQdMeQHcrkAjNupvc/BNiSqKVTb41N+Z6tKA4zhDU+Y3cmCkFGI2BhygLkAv9ugsbltSzz3w94cFXF/MGMw6jPf1jRSlnwfhvAFc8R4Bd8Q9LsACMAHX4erwDqI5vz+APCpzStcxMMw54Aeq/rD8LJeGpd/BF5d8eG+B1ZJoFTfvfPXIvpx/CQa5/7/iYIMOUlvZz2I3JMA/6WR5YH3y1lPUqaMTRfZbP5fzfl1pjOxnExsDcCqSjb5FECm778Ap4hbBc5/vgL+hzVYz908UaAWIjU/oTCV/5efenxr37CcvyIqsvP8/A4HHH09XGUj9bBiWEe5nEtchgB8cWLYF+Wgej2hi20w96xAHf74CkF81/6CPCAM9A1PHedidHfwHNbtyv/dR+Ip2HDhamiI9vJp6U8BCMS/oVmrf96BLch5S+MQIC1KKa0uf99Ou84kjvHiP3r08dKTtne//+OAurfId7/9u+Q3tfE8NQBqtKg60STLACICKcJiJ994MGl/Pfu8FZGETI4DPJgqU1fL8AtfEYCorq+X3EzYBfZoPQ9RDVkVed+IGwFM/pRITEnkfY3/2mAW2Qk4EWdrN+DBaEvTSlQtsMzHGRA74G58Td/OEZnWtn/IeQABABDAMlqbD6ScMUKUAauiIDSUAyo//cWCw8UujNY24++wHLqUl5A6Oef0nQAAgAiS0KcE1/7poB7RwAmh6/wDqIQAuIaiesR4ScC/odKCpFTO6CLU7G8cM1FowBv+rqK5mhiPjXnjf4SPiABjZWbSd+AmwGddygyjCHAH4eGZsuPcsK1X73werAIggwju734ka89yF9KOQQExhoBFm9/lCLMNTEZwr+8cJpvpa6GZszkOe0GYAwHEUd4Da7n/gAyyHND8x9+HRYCwT6T/BgkK4YgAaDdBatSxWh43ZrBQeQcYf3V/WYQQRkt8x4RsAIuIa9C+rxiPBAAnMYw4AFEzI8EXnYdEptm+MAGj3j+yNpRZyjwScAIqraaTfBmDZskx93EhAO4Z00mVXyHmpolLFPMkJJaxivgFI3qKMb+pvX77KvqLLLuPXpGJitWLvwboINWe/DIQDMwAJFLLVg155v7T9IvrMP4rEDYEAhGTKERc1pZd3t56KZoHSPJcrxTf9azYOfslYbDVm4EmY9+OwNJK7gXfh26ZNkhUCtAm4ecbQ/l6jrvEe9vkurE71bGl5X0nupy/j3fQz5V2fmHB/+JDUEMExf3WiEJtmJwJMIQPGf97/CJkwgUVsAmpYOf+fwBgHMcGuv8/73Go2Y1dT1e/4mJEhzAAsGQol9eisorKwdAUTSH2JwlNJ3S8AxFYqx3wVLLVeHYAF5ATjzORwoiXLf9gFHRNqvfBmaZBP4BGADEK2Hn0BodvUHRNyoAFowJRN00A8J/gwALGhDWDviO4o/fgwJCras0xSuHrmgeYnDFIBAJIIrhf897b8z2GqrwwwgViBC5AAlA89QEQtEF/vwxsn2/yY2ZjX/9jE/9BgAoOLhs/IluyozmuPbN/5Cb/0H4V6MADI/7FDh9crrUekmOhEoRMwlIRwO9TP84QqUqZ/f5/xpq+95/1CMbgEj9e0EAbDIgsJgposIn/dgOjsFykUT12BMLixMkZ7cN4LTQsYDyJItkMd0UbGWbmQwr++gaTSboQwulw37gBUpjRPHpQDSMqP9ee8kiEmMZCDcpSAw8R5BN8PJmYImA21a50QEe3njO13X25wBtXfgMXh+BHmShxOrRfg6OgARqMFkZc1wBQiotehYMFzNwV/73EVjeOBfWQLmAK8wbwlP/HP3wZ5BawxFH0FIYU10KFpmeyRLxoNjxL1xOoojPG03nAWsruXooyEQiHvg9Fv6JLavdQNDxscaMNrOPf8+BoCNiC9iNFK6YfveJS4xAah6BioRxeir00v9/Kgpepge/wgP9t4UlZxgwteu8sp3GzcTDuCzKubUJBNu99ACY0zUxORpqXQrTe9CsZI522+dkIRzDCPv3h5nlMdVukH9f+8ny3V8FkAAAAYtBm6BaBbz1+GG91xC8OzzGy8IKOCAsDZBJYPgqx8IYke+rAwS6PsHTpQmBab+JhrR/jAIipQhfBBhDx8jpGogZabSBnupY59hUKaYfY/42oIeiTSYGA8aA1gVCPa84mAVASaGeujGKgHHRQupO7P/4WlfAlVubuKc/AUhfhxEC3AyJ6lK+bGhe0MNr8bHAG/MByG64nQURnxs2YYddMbg0ABpwBPnfQIaB8IPuCD4L8agI2GC8AEMwEyoEEYAAVYr04/jKcMHDFcEcpOGkWY5fNwygozQd4I5VH6+qQRXH2pRoAzAyO8V6qSg2B1JhwQ7m8/DVoQBUjZ/K4eRez/56/CDfXxPNhlAfqQKB8Ow1DmKGbMM/UAME7YGWVCnHkALN3f4/KOxNCN8PDMP5vfReEP+CHokGFM71cO7BQwiiGAx4dmrAQ3xh2WYbCfFktIdaYA0q499PC1ww1Q1p0rXw55Fvwh4yr8ARxARnBL0UYKe0MCOA2TnwtlEBoEnRfAhE4j//ZHSE+n8FkAAACG5Bm8CoFsQJC/gApzudO938qJj0GAz5gJTzUehKau0Hlh2XdDRQuXeIEetef4mJTxF3xiIdw4J5oGxc1qBGVX/7RcIQE2/TiBUGQw6unCEtc34A+eF+gUhmEvfI+//bf8O9HOMSCpjbP/3E4gQiTMliz/+GBIW/AkTLZIR52KL/3eTEugA+6SBWZLAeQkTFi/tW9SHi6GMZ9dmedHAU678xMQETeAMbV9bWERAYx3wW7NRkl19R6WRMtFbmomyy4IhsaNECwRDY3CG7iIIIZTkcjRki+YWv1n/4XZR0QzEA/1LKmgim0IU9SPLW8tfZa+yy3pTGY4mtL+QxnYziY2B3aNEHnIx79QXSo3OAzzFnd4UqGx2ZNn4APqeYp8V3stKEUrJwtEn7q0VuT1ks/7AweJw5PVxFI/WB6K5c5KVfybI6RuEqQee0ISmmPpWgO1fwpBfNP/wE+wwOiAFeR9/23Zm6Vfyyggwdh4pLvdds2gQmNkh2/vaRJziHvPMICQtMBQIt9RVZim/gg4z60ISCESu7ehLoDX+l78/esFYWsktivv3ylisdHYHvEwgGQ9gR799cFPhOImeJY4BZZmwOmAixTPf2P1g3UulL1s6nIAAQAmVGAZq5IhIcGGM/A84DyDEeQDd9IwCJKCes1XP8IRJwgSMoJvh4A3OI0lDy/8MlS2DqkAStexAzAeQSIsSn/+E1FE2AfUsFAkO7wJ5gaitWfAbFHgACADgM/MUAGi9SC8eizUCwTpA5rcj3ChM3X47B/OLa35/iHEQNCvoV9c9X9vH9lAbWtm54l3ov7gr6UeX+8fZlAbNZmPzxipeEYZ+NiJFj61/KsZ/xMnxstJp+fxIgbwgO8qAWobg0u994FADk/BHzwcif7/fwhK9NrH4LXxobIH28vq9TjMPK8AwB23n2AopNhXfw5GSPhMVDHSgAVkKKUfgg0mizZdTC0knf/r+RELd5xNedjYNCMtAqQHLqO+rhIEgIHitH/86uggE8YHAAL8v/3RA8kMPM1cLzAkL7VQsBlyDoaS3Ew+wWMQ7lVS7AX6RSHCxTmACa4AsZc4IBuAA9MDvYJS84XtzAreAeQcNMT4f3MUOQBSaDnAsg/X9SAPo/gA8gGSfO+BlxFgSAApGjMAt+cWFkMo1a0kLfJ/6hBxSmbBF609KhyVReWcwg6W/wwida7nAxPKtfkjHp4jEb+m0NZUsWlrxPu77/+/8GHkMU5sfThCzaPzOLwMhZVK63CHLtwGoEh04sVhYlT7q0f8hRdZse0LUJ5vAFbepxeGPKfAsbwAY2Vm0nfvAUxkp6+fXCM5h1iOCyXGMcA1YG/fBEzKc4ggBQFk8R1cHtgYAGnOgeMnzmGQiGOB/4BGTAFIGkwyCAAEABgP9gELwlKSkKUwF5DqPk5HUBAujOC7xFs0FpW9iImYjozEX86y02JEBaMu+v55xNDLRaX2BeWlj65lz6PC0vMeA36DBYK6XAi7wHykZEoCjcHSX/+DIQl0zxn8AdrRKVa76Yz9f4Fj5Ddeq3N4rEAgwcV8NUmdz3MhwAIYSWMvIJiVo+DnMMmHGIBp+taDmIPTOWt1QI1/4ejwY1zgqSUqFTf3vCMeJxjQcgAl0W9ov+6Ei48mmoQAm/8r3Ql56abiBuyiIU06u5/3QzGMaMrTwYGw1lsMbfla9KAxe7z5p9Rgfp4JOBhJe9YPC1E0IpNOj96sGIUzYwAepyY6lIDrHPa6VoA41x4pe3JvbtdiljUOvf6HZksYewUhhifbjZX2FOy7tHkm6NLzvWYRc/hAGAdoABBZEKngERvmOJrAXdFd2yVzmLs956FzGdMYOXPe2bY36lVXXvG2YjplEWDDBkAMRTvajP5GBdGe/AXhiTHlsq+BU/uDcRlMcmuqwGgXme355ZSI13qzH/hEIvZaMPKy5n/ff/iebACU2aZ+rXn8SJG++AAItXKBU0odb4ACqmGpBIW1TluAlXhlTwrP8rU2ZmNdXgNcYCCQ8++UMJv/cwI5UMlotkOJf/bCEBJgQxicSIjA/ztAJJIvYKe07iHtAbBq/5YiEFEg/f+REkYzNtirO53USSD9+cAJokWBmS/wtPH/cGcqi7M3LIIcV/7sGkpEkSBiDERiJAbmivdA4shVb07cAMF7mOy2n+JSn3/Y8Ym3BjJb9O3AJHedoWzVqi7vxuYAEpoJiSR8Jj3TH+/9vqDzM/ij2qgAF7XBEDvYKVfeVTaZrBHWcP4pqFfHX0HNkJXSPsDKT8p7iEA1t3wKHNYz+Kb/vV8AmTSlO/zzvM0Rx7QoQuhA0F6sH2/dYWF3dIKirPN7XA5KLPy5x69BKaGRcRkAxi8aDR1VNd+FAxfUXumi4VkjEJAHa244YerK/Heqzs/eemufEiBvgAWIp+lMNiU0aZvwACeFEeCR/i55a9dJlG2PEPc3BsysEOzhAhnRJJ9QAVZg6dsSkx7rp06Ecf1sDj4Nas4z63734DDi2LZBghA8GoeS/B3gHZawBmy/n69kyX4O8OID8JiYtSj2RfAUxnJuKQeoi+ZgAFuCLot+NRjZMqbHocJl+99BwDnAVPuRMO3+lOXOFydfzgFngvH8mu4Z+P+K4diGZxS1NkNDHL3LsIf8BXq0K7/P0x4FS2v6fxADqUyhwmu20m4CLH/KQKEMR+PAnI2WpgJw7ifvZFb8DcVa393+JQ6A1evvvSVSKq/36e0Ncw2DBTr9/O/hgK4BGo5MwRFf1yhi/fZ2A8HCVHTiJSc994BciZAPvSKZGL1sZRWPj8NsSd5YiBKT9fC6+XBKPjI/sJzv1jj/4QDOiGsam4haWnuA4JVxbaQKlhjv6pAwV8YWphXdV99/+2Uje3z/BZw28/+CyAAAACiEGb4EoFvDkPN3NDGlCg/DSKx1Y2fDshmOjjTszIg6lsdcK5OiqP6+Rfr/aXD4P/hb1RVbh4EPmc6H6A6ME3ateGAwncdhYnm8E+wL/V5prG2hfxUwYLZzmI00dP42Ohu0kvvOU4E+feoUU477QIOIU3rWOkT/jJvUxwZBBVoh0U6wEloZgXhaZNFU4Dt/vWqOJFvL/4nh7DEsSuF64YdwaYYFuvJAeH/HbREvmJRARrKhYQQRQ4cRMLwtOY1BBnGRXy5Q2g2Hjl8J2Dnj81Vw54S+Ycvx2dtCnjY0BBTMa1wa5pUHgvJ6BJYfGoGNaWLw1AJwJIMbh6LNQKkWVA1cd43Gw7BpDuDgC1ACRIpLR4YCqJNA4AQm28l4QNO3P+UaBjXjlpZRYdiaJoIETzeEmewfDkZBPCMXCLMHDvH5Q0HYcrwUcOJODiOHkTbAJz4ZqQHkEL28IWxPVJUZtxWX8VwQdCDvHoBj4JVLAE9pZG2Bn/CT5USVf+FI2hQA5xOAFwtgg1OyDcnJu4NcXbsCC8Mfely+HawTSZBYarg5XcN9QwBQP0Elhxe6U+MDUEDlqnx0ZXscVz1/h5OL4U3jg0JZHaNtu4YCtAAH0fS1hGPgB00XcQpNv2IDrr42rLaB30H4DAJrKEtqXDwsEJt/ooIPe4ZIHwNv2QWgM+sAeLzB4JeOMsCWBCkmmgMcKPwzHx/7w1WxF////G+HoWQ+A0wKZABlHI7YH+LTQOrOCA/+mShNx/ehf+H7AYxEGOItdwBwkYb6ShD5r8PrN+K4Vj0MqHKvAGpU47aAF/sMbj6N2EHNcK7h6HYfKH0MhcAA5wbYJXCbFv9/8EMaA1occioDXg2ugsgAAABzZBmgCoFuIC+ygJT9noZTu1fiA8xKmCwrOh4+PJ1HZkdG6F9t0xEPQAOLYIUmYxBUDe+DcAUtEy3ivNaijOYfGaRv1+qhMJyr4W6Tn0Rf4MXKWBEacQYy3Lk/1WB8NSXpUKI9/7b8ToA+w7ZGhdtNaGjXzXfcAVdFAW1p7/2MKlvN/1DarX/2+EIbhYinhFhzr143QDAaRGd88kAXgym5d//xANVkt9c8XyclERP8b4AKC/hFKmUKe+hibvA0Julw1qaBgo2XSLRFV39ENXsM7fn8KBD/PSm4MzFqHr3w14E28EHb5Y5isvvBZCEcgdjosH6MRO2OxV4DOuSHnH/RQCCJfO6PonyGW584gLQ7/KWHb6vAmSiqzjG/+f8FXoekf4h89xJ8jTXPjF2fv996p1U/PE8LwARXBBob6/PBHQFZ9IhVmTQIz2B8dWUyHLwvYPlKU+LKTcHwlNBCmoALlMfV/CN/7r8AFyjD7nXCK/919cEHHUngj32i/0GznJToqD1jKKbWCHtAOv+a5+JDAX+DeZPErot9+Aj15v7nSba1//Aj3WNv8QN70gHB8qGg+x3vqAqEmYEluddueEIFrIR+QfgPUQtpwQ6Me+wHBOPkzSVFcJdMKZBoi9ZqLVp5eYxBP9weCD5hCvLflvmbGcgMkw4DcFViBkFL/lomAVWIgCnr0KUa+AAWMkQVBV/ML3JPxbyIER0igUJNzN8XuYGChGGAWyArVW6ZPPAcHcU7/sA/SKZYM/UCISbqiKGwRAHPd/vvAJ8Upcq5uiEiRToZYX9iAgNgngKn+UoARQJvwQ4AN24CDH6n+4uUBHSHAVDQrfPTkDF2diyJOIHAaJ2ICC5e9sLI0EAhs6MZBl2kwhRmYY94lcreu8uNG/9n4gwYH/Hf3H/Q2ctCDzA38KHAD65RKd2ATqzYNKRyjwAwwxOCAOYADk74mttpxGN//dDn1MQtF1ZGXl4BFa7cJuAMXne9fVwiH/AD7OExVYefwFkKqIA1wUFTAvUfQsTcK0PyKKG5Jk62IAt2DaXp1qDUAAj4EMWTgrRXT0f+swx20j6BLQS/eggo6h9xF7XX62FVlISCVUoJOvv0+CPF2vVp4kREVfzxCp98Ilzf42hmNy9/4REh3/hmsEetLNP/wi3o/zsTD/wE6UwzmaAOSwXJBXFn/ATOro9/+ANBkeqPeKxIIIAR9b6x+0HkN6GDHkIth2v7gUiOHFMUx/77GBDRPrgtaJM++nPwAPEOmJxksvQ0kf8C0w0nFJgdR39oOSAA5MAYyuH3b4DUZlBIKLms42/AliMRg6W6oWySwAfm0QedGH49rZDzbjr3gIRSDw+eZzPCA3uNVKlIFpscgnw1z/3oMQO2kIXz3rVEv/Xi+CAyDrDtoefPAByP3EUN3vqYVkNwlv65QI9zcUlJKHZ8oF/jFT4lOIW5n0CGAp6JGOoyuIgAReUE5uwACW4WVzHAw/8De89r8KD1N+DVtWb7sQfIXfPA20RN8/UV6ZuCgOwynE9ikfy4DDQjiIziCRdH3G7UnD/XvjwCds2xv1KrupgEcx6YGAZFiOk4y3E65dPxjygAsBB9OTH9aK4CWCZ00A6s1z/hkGGo8RZHSv899N6SMzUv//v8ADC9VvrL/vS2X4bwAEk00mm003/5AEcqX+uO/8Im5iOHMAFyY0Szqrb1uygS8IWDsP4mNyQvy1kFbiIY7YI7++5zH8xMq8mLtAfZ6UdIKBDS+8T3WYWYgcE6ogaBf/05QAJA22xANDtKklLP+A2mB8I5UtBfxxv55hQZ90b7CAy0R6NxhypnNqbh54izmY4Rhcf9xDUJumEX4D3T5012mZnC0YBFDmmuuwVEUiREgYQgXoYirCFMU965TGQaUNPlVL/QI9EhTOiqPr4BSEZNl994hErWuBYkEhR56LyB2SKjTZdBoiVGPv4gbDwwAfHWw7BqX6hYgP+aADDIbbb+BYxEBi8psvZAxenKNF5M+f/eEDilKy3REAkQoKcOtXvmBGm6PljOnBcejodlDHXYAGyUpXiEG//UDa9ykIYE1v6wYteT8p4HitENdT6WrKYecs6RDK0u8PCNDhjghBAF4AHnNEjnrEQd/+56HZ26lpVGIVAGgjSkCXWXoJmbolREkLIiAtC0K4fAaf3+hgSwHv54GE0p9G/gF3HmZUZgg17WAie67paWfnwET33dcR6XeswyGBvC3gDexxkS/2MIAwSVCA3/WH4E9Q+++LGI/76Z3eP8pxmQqsFBkzv7AYSKmNE3SwwZf//cAeIllwiBJ/u39oA8z2UFF92l/e8Zk2DAZFbX9ezcsS/c3ysGAxK3ry1mcsQ/rvfIVEhAKwBeBRDkwCQo9rbsiJgRicGWop/e4MPohIyI/NERIUkhacpf7eHUBlG4lP8YYHf/n+JEEmVX3tUBB+nXo9z1r/4h6Gw68TVpfcq23I78FkAAACSUGaIEoFvBP4TMNpOgI8GomfD2GEKa9ZhegQYT+9K7mbYor3lBYdWtqi/GYPwl4fO+W4QZ5xfBFGs3oNANL8O9AE15sCRyiBiaabWPxWGArWhAgbT99lf/DfHwhn0l+HlH14JeJ4ajoN6TEmETN4rbD1LvBA+uH+NBvgWYNShgJ36OrDQgi0MJ1O/4rBE0vXv4fWo8b7oBkGSEI+VLgIYsA+g8gCa8fW48li2ygQuzeFSmKBsQ+FhSIXQsLCR397T0Xh2tCMpACKLv+16Ekhg3kAN9A6zDAzdeSj+gP8Vr6OS9xB4nm3huKj8bx8ennY4zUjXs+6RwyNPk14fx/pUVv6SaaJe6LKHJPP57jWl84ID/hbzqkzCGAQZuhOCGD+OjJQ1M3iuF4INHuOb8AflKgvXBIkGGo0UFhNsH4a/K8oPo/G7EWioDw/KChLxrXhrw6h+A/S465LwAQ5MfHywgrAcCv+On5l/w7oIMJ57F52JR5TO64SWQcLT2gny9aXjYNDB/Bhaa4fhjc1IH1/B/4nhzYo5YX+Gr3HxucMDMAALm3m8TFgW9cCKeeIC0TNWh64BjgAAsJ7EyswIRuIapYIPRdBpBMM/8/G+k9VKcXgSq0NcD0Q2gLt9ASk3BmDc0+NfKAMr8mncEdUBjY81I20iLhf+DBwAPfb97eDD+Gobn69wkQfge+LjWUEDDCy44bKwQLw7D6LQx5DhgNSIE3wh47DWjETP6jqoorhmacbM4A90mIF/DK0/rkkAAEbB4H+9bPyugPgsgAACExBmkGgWwgJC+AC43JeGQhT/+aBNXXZnBX9gA796mHb/T+20BcthxBAmTJuwaNEg9pcEbNZ+QwVolSAlx6reQ9ULyrat4egfxmFLmx3efB6wKQXWGc7JYd54zoDFNvMwXvFaA44UmecSfy6GyMTzfgBWRyowXPIHI///00R0bIMn+9faDRWKjHYBpvv6f35EQF3gqsh5Fd8EUFq5U4HMb9uIE88rswbjxtxJ/hmGOAC9FoaogkrP9WDxbyBaFQCFrmKJHLF0sR4milioqwMboI2558A+a8Bu5pwxBB0j8AHO+ZZb1xHlvC0bBg5unyZPfZ8x8CrfH7v+X6ZraFqZ//f0INFPtU/rxvA3HNguRyVqFPPTW77y/HwMBwecEvh8Vwu4+wuCCVT40AEIbLfS8FuZLwjumu8DTAz6qINlM7YIToGJC2x+Gm9sp+m6jYYeg0GDhSdsaq/L//YVx3OXEBaAueSo1pvBFJVMalc/ft/xQA2oWMHzzhrdDY3jogtAnxas4HBAzWKsSsmq+YhK9mJDAY4AJ1PMkI/a/Ams4vWZP39YE5smk8Fmdf+/1IAv4Huy7AiG590EYRC+ABZRbYsyb56AB9nRN+J/NyluEp7zAly4eoqEE0jdewoKlYq9+A9RthkCewHRGJEkPAZgLugDB/+96Ki1h3InIAm2/j7pDgfrD1KdhAMjc+BSYi4RXpmHhBkGH4D8cAyDGQ5+CTQjEud4D9mKLMYstCOHAj7+vxlKrK7ejI34gFEDgFkVHNI5QXgmmwaDLOzjZu+cLR+10RwAugRNsIgM8uBN2P3z4REjfw8DaoLWEPwF9xmAQso3fxgiwlKWlFLv96+cAM44maq/hvj7c9+UwlOyXvbiOMM7SArSbOIv8eWUjf4bc4HiX/muAEeiJzHEXdP1LWj+dWns7FDN/w4sx5P9///8AdzNFnra3zbPD1tg31xjJjiRsUAAShKkw5P50gC7ahBP6eVn9IGuDp8KgLhPfAFv0FZFVpC/wGK0Ay1mQE4L1vAAI6sjFrQSyeAEOg4bqQc87wQrmzJJG77vFDsVh0v0+mg+sI2bVzIWW2eZAn/7xsFSmB3oIW5gwSEthIERdfsAoD7ft88ODDlWv9gX0Qte5GVv1Wy3YpkiCGt+IDvDl2BXFsdv9cuafimAArwLx+lImnG7urnuQ4rwuxloAvhuwyyYA+gINbFIntgNLmo3zaVftnuANfTXz8BVy0z74kqRSJIlYVq6Qwzq/zl16gPRhEj+t/rxuBfJkDVSHNYp9iWNUh+uZf7oF3qkWwYmEBAcwAWByG0cPc843sACUbEi3nEKLf+2wKqRzEcuCqp/3y/AMtON9h8EPjfYcMDcUUSwABwAV0x5RxNPJbH8ksKptMwR5MWfOK5++8Ynrw7zjQGp9BCIVGLSf2mnWSAg5cCIHafoTlZ/a2ENbYIw6G2LbvaMHuEykTLwTSX/medMZm7hH5/WqiiKRJwIM6gPAOvF9PeaVvYfVGtDNOEU0buIUu9CNq/9dFzTZW6hQ3j+z/8cMBiGIca2ikv//3AjyC62FDMN36hLlbR9VbwEFRWe1T1NwXyY2Qr08F4zEilaPvb1mbJETQkvz0657ZfmZSlmv8uJyvU0xlRB8LfAGVljRhY7l/5hE5OJQtGd/u9f/6FLQYqEI3wAzBmeiZgGhgtxNyDCUsqkz+xjOcp8NF4FEPMUgBmqBmi6j8z/9Y8YnA5M+iMRbvfoOYBZhgvdavfPqkrZ3Ylf9/n1pWYfYyFOyoBQNbVYEv/PtMkSOQM6hL7wTiPEAlYNbBMhH/XAkUl+UN1OxZAdB8bRLzg0TJr9pXcSN/EfgD8wB+hK+0ylIf91lis8ISMiv6raF2qDoX7wadf/vQKfKqlIJjurapVX5jFvv9A70k2H/zkYFeiYvvj1gSemvEIRTNb8xB3WwR1S9Owrau9ruhYGs5clZx61/M4BD7rdF+O4hEA59Lhhm/1/v98V+NOj6owe4dP6VwkUfwgDDONb+894fAAp7QlfItRP//YM8EMK5CNlZl3fHYqON94Ht9iQwGIAsGww8qmANfp0c1OJsoARz3aAACAw8T8+iUBYD73eHDiavZh/jf1wL2unn4Llk758TERuC4FUKOmZ5i4gjYNFHotMAKl/fsMgp6UCuz8GvbeA4PiptMeJI9im0v323DHAANQ5dTfi4/PZMcAjBFJYEc9YCDobleECW7MbZvkgvtKbH8WXhgAo+CQp6QRLihUE3LrArUedK8/ANNbY+TGf7w4i9wP291c6AzX4eDwgGRsMA/AagDtoAKUs8AAdWNzEjjqusnIGKlRDgARs3Pr/MBh0zJ5v8irl3H3EGW6q8EZEkvpHb4sJr3oCQ9yNEgpMosr6wZgcQgDdaewHv++g2kZDwbu3IHvR0MeUffOyBi5OMFp/M8f/rB5KB3hWtlBg5/nvEAYJQCt+AwSp9vPLgyX6HUubDXpwPNCk0nMNglsXWJ0uRMS4mcbcS4eJhfrGeS/AjotLX7NiDlLCOG5//rNkYaQJP29hgcZvUwITFLW1AmOU6SYqDL/gyl5Npj6Q4F6Uapa14sLsm/IRN0h+4gi3JvyAo3a4363jf9FMGqXOHE1TztrnJwD/wsGT1TikGio30tgsUiOP1cNZP1LFeAgmcurO56WHpFvA4m88OIe4hLDamDHto5V1lOAAy2OAIM773s5MGSQwRnvfen4s4qH9P0fnmOuqmDJb1wGgXFlyM8sb8vzZ4hcHlyKmZ7sd6XmkTESZiVfG/V/EwrsjWLnNRbs57DrX8it/nuH+40klJT/f8gticn//O+IXEL4LIAAAAOzQZpgSgW8L5gtDcIOMEe4FMuHLpGlLhhGG+jl5YdlOVwQfw9Al1n656BalgFl1u0af7rq945rc/0UEu+CAuDtA/PEhvGzRcODzfNP4W5D0NX+AKMw+v8d1cVwUcCf+Bf+i+gz8aLJJDwmo+USj4cxkEDqGhmQG1g5YWIHyuCiS0suTw/xoU6CIRNBuHgO3B6BIX57kInBuEixC9QxE1cEDAyA8fbvMDOqBI3P0nG/u0n8vD805LWrCf5szdDJwa5YEjdyW98Ear3Wn/4KOZIOgLaZCMOmlQjhfMGJTQEeqwz74DuWwgNBJvgPq40EjK/QcMpw/D27AP/+EwZhHw/Sd4IHxEP3+aCd0CfoYIeL/MXDdPG9fHpVvSSzZyzjaIFeL6ikdxDJ4hC5/CbB993Jz32S6JSGHKHW+zHxw4oSPXHv//gB1iRjRjT0Co3dr4znc081FFll5ZeaPCrxtg1mCBIj/m5or97GsdNqGDswhj9Z+Pj6EnsD34ncx3esEMmChgkbYIaGH0dYEn5DnXhLsQ0Tw7oaJA4lBaS3wIfTwz0z/gffWtw/9aHHE7TFfkUDKh2fhXA0/wIcHUyr6CebCLhv7AhfgJn7gLxujkICRsdh+DX6aAJoULrouWG5PrpEGlgawOr2o5brungCJiokOIXPoSNRv5cyc95DaX9QHkT5RxSz4Ykf5nd4LosFSuQEIeC2pBDztARXgCyz1ImkyJz1Rcrjd4d1KePDhSKYgpf/CX3JdsoATnAv1aJaaT3/xXG+GkXXJ0B/XbBgdsMMDy9wgMeGgrAG0mBswoAR1CHlViZAlbMFlGH5aRgwUtmeN9rgJfYG30DkmX9D9HoDFou4AnIgjZzkywNMdQIl//oGnWoejcHvDtSFvGcaA/zDApyRdDu4cpuO1uBjJl+JHpDlf8OcJ8LVXC9c+N9/8Nx0cBpgRQa6YdRz/9XTJYZs2rw/LdmTfoJ43IHzp+w67h+fJbXujYdvouDoBDcWsgajO8pIbt8xs75GhLKczztzOAdBKghoXHIDhXA+IIl/jeYYThRWVm4wkJsAMXg4NTv+tNPAVuDYRCgdGUWB6WbsKk5KKOWrSwwjAxYgUlGvIOio3b+lwvNuC/jVYN+LT3hFx+QY4ifP6LAPtdBQ8kPYKCJs7fHxuk48ViDwfdQInHQkEnjoNgkYJDhBUBwJBbPv0yIadCM5hq9OLSHgamdTdCt9XErhoaTz9ArhWZMH+eYef2IAx9Q7D+DQXBO+Nc/4L4AAAAHuQZqAagW8L468EbgwISdqcCyCLn4ahqN4Z8PbMZNWf+WpE4WOGAsA3LuodRbBcGOwXxfPX9oJ/MH4J5B7QwiwP1lpswlF3xvWD8XBwY6DlwN4IArAJ2BjQEpH9tVFBi+gcMouS4MPgo44DwfGgaHf4b4S4fK9fw7Fa0UPREc9zCJx+0u/+CCQMCnTOEIyBR7xZSCvqbv/9Y9P/+N5iobRTs9Og6oOl9D1fXy+AdfmUMpE/BJvVh4L9QyPpA2JkDlwODSD5K2PFQgdKwg1ELgLxvGQoNJAO3Bc4BHbOwiwPMB/u5Afsd4+UInmzAWGoOC+Nyrmp3QDGifBnDAWBdhivB4CsAwDsILn5gWYTX6eCjQM0nhgaGcALBLiwvAAGBV4agg0f/T98isn3CVMEDwyfxXFUTVaCYGZjgZlA2h7xunSeIOQEMCD6HucEP5LAa+4ksecICpAoHt+KC0iHpHBGhhG5R5Q/LapIA1+4aQLP/rKI4czBDHwPyy+Ebb7/w7lC0iqNWECvAbHnAAFPFh0JomscDBoEghxZU4wL3xt4AI6GlgAFy/P1HQedoYCYFDIE2tFX1Tts/qMmBA/64J6IeGgMAbQLCbBhlge3wrXuv6YyDMCBsCYdoAFWmNzlfFcM3aEASAWEoweV5o/wXwAAAipQZqgqBbCAQBBAFqVuCA1RsBv1AfwIUUfAPd+uAod/f1L6SZ3/1QA6BxfIMSfTsIAAqIh5z8igAN4VMkB27Qb9gZTBF788RIQzBuAB/NrFdFWH8DbuPje1+/IAHS6Z8LXyhEv8B5hXHte0JfnjDAgPQZQTILkMBVJftBIJNVJeVzlZxsJyFX2137PZztvhKk9GkIm+ZvBZLxTrL/1IK3UCEvYT594fpQTReaOO6CKDcaMw29O/rGbyf11BkJO4DTF5Ese8BanNMxRFegyCG1yd/FcXwJfRs+85LiRvNKa7+4Rra5JmzwJmUS4wF3Qn8CzpZkxp7ZA6tl3E1BRkpSfzkGWoanTnm+H/rv3CjOndfp1N8QN4YQDyzCDWHv/ciACCC1J2gFSJUGh2hcXe8AH9JcZsJDW0qvjXCNcqoItIOcl6vJHkR4BEO9+p2tmbN+OyzCE1T8t3gAUnScAp/NersjJu+sFJuLE4/iP/+6oSasMqX3wO+FJIoilhpRxdcslrMatMId8xEcikqxvjUAAnTx4MHsNbD9HtsEAgN/g8hZupqp1cDHvI5Vy//JTw0GXTbcEEMcAUAlKzYUzwByI04gM5DFf7tgQ00jLMJWVQaZfgB3fyd9b6IRCIkL4AJTQi1S4wIa/7QtGmG5adDlYALSxmlo7CWyfMtNcrGf94DuK4+nQyghcBmwrTgBtb5Yv2hqK49JvbQArTbixftCGAp8/iJ/2wUAhG8WOy4hwF8Xp/7A4D7aAGoClZP3e34GIZggBIDH4OgEEHQamPwwIvzjXs5jvDvM/bQIS1hh0I/Qxlo4l+CBuJN+Z2DdmqmeZfHsCABMhAACAiCwS+qdhEgBYYIRGDiisPVG0v59QlM61x+IWaEgGYIZGxxQtadEbePWs+uERI38AMImUwjk/1sBEeh5SYEU4kbH/v3wIzuxOXghh8gZ4oIcKl9vxMB7lMR8ISDW2TDcHctZ49ckzDzYHLgCFcZrnDC3lN+QSooepf1hK381wAdKeO6eeDjig3JVpJSSHKWdJjN84RE+IGwyUhIjZ92UBTrcHcInn3gOWbQSFKw+sUSyAwA6ecGboBYCkwt9K3Giqc+0L5cicgR5babCQIe6llEs8CbRs18n8wObAY82sSJdPXe88/PAK3AyQzEQtAcRAKGlUiuZYvV+vYAGF/drugA7OgOicotBRg0MfdFrnzvDEAoA6GwBKOlvv7gWDvrxqAAMr0JodRrzh4Hg3Jy2KS+vQ2mYPnqf/6BWxHKUJRdt9dLS3Jojf2BBBAHffQiZ649PJJsGJ63qjaWUa/+pDsdUOxCHfkYlr18aTJiwbdaQobP3ATJGGpXOCYBSR6/g/D0ZRWkpa/A/ofE0FJmDd38LwWZqX1ANVQ8SsYpWbGqeBiYRhzAALehZS9mU9FefmIPXdf4TOef/DA2Aj911N4E4bQhQF88Al8QJnm8EVJsVR1c4OIGlvLuacD3G55NjO/+eAE1YMKweCF0lInPTkeBjMLf7LoFCWxVDiWS5X/9Z4AIu4PLHEBJ+7z3wsvTPySB/pOD0LkVB9VPic8E7wGGC+YQAlRAFoaL1hO6JijZjpxsboV8NElP+PCvAs0eyzJRv4ME+x21N9vus274kP8FDFj4QOkIJXM/Qqho4D5PgXcoNP/BjjIXC4x/cCnrjJB7RNbYqjJUL/maLp98QAHGzbRI2ghIjJADKpoeVB++cpNxjv6PAGU8c0dvgi9jFueJDvzjNiH9aAjptR4LrxJDc+cX8fwRzV8smb73eqT2tZSOsSKH0W4+P5MbvFzAh3l/gBmdbnd69LsjgYBJ0aIyfevFQwBJG+AhesYAMi69R/7wFaXbCTIm9Sev2AU1i8r8RUP80YLaea6oIwLvHUxIwf/voJrkSBf8v3/qiG1LYXuMz64meqBMFEzWeb+vFKkleftYNdDi2MPW40AywGB7AZZQCpa2L9ZcBMpvfkEXTYjhzzaAO1vjfWFm4HDkoSinm3DA3XkkY0ZdXtFAemG5r4lM3qM6mSHOvfSDsDPKgCfTO0EPOr5d3ugNFJvCFuwHnBuI6GluzYR15AjGp/fzbAALhGEjn5rP2qdTj6t6xwBim1gsecBhRflhVrlgHkuAnC2YpiD362ow4DOr6EOKACOExUBAX5hMCojTP7eDY2o/2sGh5B2Xg3ze73xJhk6I/AG5t1Z7w7Jc9AbrxMCy8C/ch845zd9ehiXMEsG/GWP8SkEBhDzb/wS+D3+IDAcgAXyIzzTIhFsChZiV6AA9pA5eA1AaVF1AsyMseawACsCoINCaIKUHgIBfr1g8BAC/XrYZBAN46VIxJy2JG+z+KIbgpp9LYWOWFNgkGBVFT56QD+QEMBg5tUTVeZ8CQ1ojilOP9qAa0mIBdjXgd/v/gCxcgXT52ylwMWXD1BdJg6jg6toyvB7YebQOaj2YTA7fUkDhx49rX/sgpsLSEcOYAFqMNaJi+UXpD2g5Lq8JdfLh7leNwc6EYAAQBkeADV3Z9DmAQ5nyAD0L3BhCCMWeYl7iIVs65fm6S40QgwU8WOQhwbzT9Kh2NxX1pqTkn1b+EP0GHgA1GxOtKYYk/7oE2PQYAASDzEO5mv3sjK/ca/22d/pgQAizEJs6TlOWfw7DDooIJF6Wc9Eav0sdQQaqOKj3vipKPeAj1Na6LSRqHrbEUpy9r/wYmFtKo/qUp4ZU/OlOsIBeOYIkoQChPDAuYVuvMc0F/fAKGVJZhWbCfUZ/wCNIyYnymcpF0w7S4aZSpqS/7B+u2vuotzqvG4muvnhkMB3/8CkLIDsggIKnmNaGCuqCsoe8AGPZ5Eb8WKCFzCi48F4P+x9ZvMt+tmze/ISN++4iUmMWbFovst/8uH25g9VEmesm95u/6G/TzjYvLWNvfG65A1PugYmEJMHQ65SpGRl5/wzq8Dj0oIEZe+3gu+Vt6fnf6mY5X1/wXwAAAC+UGawEoFvBBKGh4ZA4ip4g4wnYNwPzvvZG2HYkVWEEj+g6dtd4eqw2sFkdNpEUScyNEaRdboG8IMD7DNsDeVyqPK8FTtAh4lini+GOEjgz1QNIOwzJByv4TcO7oF4II0IbhGDC6haMGehKImol4aZgCMhfHeZcfVuvRoSzxvHgYFYOixpUHZCT/AT6WJV4Bal0VPBuYvlInYEYuG5daAzk+NRPVA0qUnZAJ/Y+8ngo+AMIWBfwfGhMRFj8N9gIBGh4ph/D6JRI+h2DBHC+w4Zh1gcg0et40ADwYyDjTxJMbBmrBUfD1WfLnzXcO+/sm0vsEUEBDqEhYXDjCsXcCwib6bizjuRfT8O+H4LIJGs9fvp4VjcSkPAPfdwSj1HjzyCrHAaOpmANBOuXGzBAHKOExNLm2AJsmPeMThBciIgeSaSpqxYdQ6tZGrKNWICMhAKNFOVYPA6gnwrMn2XArUBG0PjlrAPADkFQYaZg/SwZfq03E82GYXDaEAfGzhHKKHYH0zsF2AoAnABVgBLcIngNqbQEOEETQHhGgwK51PH3DIwOfpJocMPhiGZdDbUwYQ5f86YQMCiRgacPcfUEMaFLoE/2wJ+CbCPNQyDZUwqSk8sXqK4II+EIVAbKhiLxORssMwcljAhWC4MDUA3vuJwbIMpOAl1neHhpbyHr8shK8boEhQKEy4OGNB/d2wAASDeEBdoAAXgqDcCAUEOtYIaAl/7ad3XqKfgljpYqAUaG9jMeP9Hm/w5CFx124FsCAaCLI/0y34f4YZx9EMHrcQp4MU54+CTQsNLzd7DglbvOjRAWHTuJGlLEcOY2DwNQHpMf4ZivXjeAo656DjwQUF7HXhRtLDfKC8CPcB/7U5eGujCHDswy4NffMXL77/DvYDjJ7hVAx5jTktNgYTobhkP0aa/rgnmS5AQCETBegInL0jYIe74V9BC6FYfWNQGxAwVuVWBsMRgf+bOP5GAe6gHDieGuiwD40a4JvL+f/+Gd2eCaHutq9B/wXwAAAIokGa4oFsQIBBABE3/VfvwL5o2Hgaovnhg1VRugHX0eQGyOdMBjn/2kUhrHvwPEAgP3nvrA4k7ncAKtmlyv/rA4EuuaQxAgPQS+0rABBFqv/BfdRgOK+30PKupgwruWzQODGFwaFZh8Bt3xllhFf7lScvdNGdn33aewrl/3Maxg1MCZ2uf842DiID6uNyMBS6iHO//Y9cA4swLhESGPADHOCU8Ef35QBCiMxZX4ZnL5Pz3sPHbeGYMJhwEfvR1jnHoM9cANXun16E0x7DPXCIkbhlLQyOY7+PfkHkweI+EatcbtB6U1PaHFIHkwbRxj2WKdby2ps+j8DDJiPmOpmUaDHl2VXOFQETNYBRqP/Xg5zJlo3+/qQuOANdl+bKf3sjTy02Whch6QfECBviggc4MgSHzzg7GLjuksPmAR7TzEJChKhJVO+f6tI1+VEKQhAkIbuPDGBUxv5B/i6CmkwmW/fqBRlzCKnuYOt5BVk0TIDLSC2gd14GzCBLazOWB9bl8MbmdyIvBiTgDxfxdf/bL9IENGcQOSYoX+cQGP6w0BwEoiWmx08YZBsmmx91r/9IsN5rAaDhEMBiAD2JKckKJK64TavNIEN5gcQFCfWd/LjlhL/ChkiEU/8Z4QXbJMcuBNQ0lfAhLFo45ATZj8xhCFksbSaeA9ybB50wTSR6D6Kv4REghDmAHB3CTqGrwAVMzROPdxFHnLNgVvwSrCUnwHuTY4DJoi7GIEB2ACpWFPKFCDChP9QphEglEvB7ewLSESCHVaQJSG458dvNve+DDzKxnpTnsfOKhImvbeEJjcIEpSg9GVjMBqyrmDbx39738EMMWEMhQVSlGw2jq9v23nP8MY7SCrTT8N2CJ06Ccyi/Ao6Pictph+CAMBf/gi8YoAsQFod+Z+YwumDx1/n0p/5OiVrnnjYAy+9fd+52gdD5FZIfFfDOS0HpjYtr20CklvjuAI3nthyEM6Mh59gLv1FGIScIt9r7es4RntHEox9fN91PzCHVxtNEKd773tUiPP6yQTQVJq4tn8GCcNUgksQLM2oHvNWxZ/rD07wtQoKcLWuJJ+zM2VuYEfhXhtm01gBg/lmf4scpvxM3TU/M339w4BY9FZpRra8alKnsH6JQ/30GoSxusY1vNnv8TggFeAJHSbrPRajMgU5AfuIse6cMjYABkrGqwK0xxJquS2GbHT3g4oi4shUKAyZMmRox8snc4CHr3k9nd3ooghaskbmLxXKA3nj8hDhqqeeEMrZ18jScZyMUvqfCd/+yhSBIYamEMKzjXv1M2WG9sLg63w3vg5ZwHFyhl2feEAESuBngDoUjCpI5q26Tt4idXOClFVbv7xlpUvygAcReKsJeuHC0P5UNbNNtf0IreX8+ERvEVjRxTthwGuFZdjhXCFz/2Asu8Sc4nMEr+DMLV9t+w17LwQVQnBXwOOSxoduln9paTx9ZmMp8g/tRzgqSHcZzLwYPbJGPMvXhRKLSNP6sMjTuMjwzp3qBliiNFd9TbYcQFoBi0n2DrRtjh84BI3NYbuGFvkksoUx1BKOg/AdNXEZhgUS323gChLS+ANN0ft34QcsA982ti+3eKiI3wAH1G3EIqY9T+AAsTn8voYyr8u/dDBvIp7PghX/2gyq1e5QqaL691ysx9CZ3RwWD0KUfaUIo3YAPcSHKwi6emB4Sx0H99Upx9yucrH2ODlYEm9LAkMP79hxDq8QyCxbD8tNk0GKg8bMoGGmBA5nCGI4A4D/Ixu4AHRhS1b+DACHmzf10B3yfgANZWvPjAJopf13EjbeP1tRmTUMXI9e+s8AkSh3zNEGyzgVmD90UP/v6ASlj/Q69fCGGL9sIPrn6NglhwLAhCKQtbuUB41S9LWkaUEDKUypBo6+VAWvf4gESCnHAHTHxDAu8FUhWCdvUML2Ewliat/WCWLBrkck3yUbboIAa5b9qNee73xUaP/xAjvvTNgGTiR3/CibeGIZlsmZ8R38Su+KySJIPfhEHAXgAVgVRbx+JowwTYGspDFKuAA4oFu/6ABqHZiseXsD+pFRQJAaUN38Ck4xmS8KxyRArKN8Q+9vbxBDagUozyFT/eXwAk62LrFvuEZPACCDLMJXjvthZXCA2AjaSZj6GRytw1tgYZuIaFT279imRmcAAIB+AB7x75hOGKVzMcpvvzurkj6Q26wcAzZBOO4P2JoEknGlPxRox9Ux3/B+AiyNQydzKQr1LCaHCmIJXa8Dd5sH+B51ev8gJwBSFoPtHcdof92N08mYMfkPe6A8Stv8ol/PumdBOeGRDjS//1irL4zdM55hXx+hCOHMAB4zEyvM7owi+4jUHmNZR3SS25eCL67X4QDA2DisOp2irfucSOI4CXnreCoD+EDLW2XvPegmJfDAZWIh9uhgEoHF9sOPj1z8TV7ACZCCAtEO/9ykRPFk6lq/AwtERMAgmSQwJUVhdhsdeTEGcYU/89SONTXAAPIB9wMMAQDWGs0LFE/wAiPfG6qycQ3hQiYABQ/8GACRGIiw7xIeVqjw1c9Z/vBWmtDUifnP/IBZiE6VyjYCquildgGRWjMSfikTLhAboeYanC697TAwRWY+wlLaoYF4aFPQLeAIl5wXPaFkU69R7LaDd26BKsQw73nod7YPVCWUg3Hg3cQh+/Y5QEDYKIWx8+NePV3+EM8AVjKZIphSwlmt3XOkQ+79DCOvPep1f2xiq4Sh9tv3sw75c9vd2CNJEK6j79xf5YNwr84BiBeqF6d/8MhgmA1podyxE//9DwxCvmOWQz5AChJzt/aVmoGiBHkFv39EnEroo8r7//naxYt8RoUdfveDDkREID8P/+v/ASV/R//iH8SIX8QDkOwXrgwfjjAHZdviprYBdB2IEgGuwaUrlVu+M0N9t8ChpUpKfeHBlS9gVcT38z6NbzqcpR/ig0Q8Mtuur76+isvW03/53z8FsAAAIKkGbAoFsICA7gAf8rfMkf30FFRKvMGbn+EIB948iJWNUC7R6hBhE+96OVJIIhh3oLQAd0gJWLcXOeHr9wGr7t+Nf4CR+r36GYDJEunmW/+EBIeiseA0BZRL1HjFLk2v4dZtwNUdoesrgmTiE3JZA/pYqUyC9LQQOOiIEuh/jRpNmH+rBM6LPBcRDHgD1NyKKhmzDtlph/CJw2S5H43kaH8nYkgHuWIOCBk0b86BAHfTnojKpYVAVwnwk1mJIKAyEnmpGmvvC8QkpwZiEJEbDHwgFgwIHm5CtyIwBFpi46p+YkIDYCZTp+DVJD6Px2AAV1IASQQ/WnMgGXyiCua8nxm0B5rSwcWAmjof73e7QFIAbwv89UiZJwabPeuf822inq4CH+uMEVv7zw9RjQis/DkMQ6gMRymoz8yr/y8+AL8AKPCDfAas/fnhGrk7zwiIy2tyT/fhAMU+59Y0/0B6NsF7lhOgpiX7/ngAXIm0ZjchgAwE3+CdARZwusIes0F1lKRfgLBXv5Azr5kw4rPlV3Qv7CbTIZKwVdvYKAwFuAGrXkNF29+pRtlwkRfvwIoOKQSEj2YGfa7AJCAihqM6d5v2JkDqbmwhbWxxoq3hL+cJ4E8JES/4jEhfwEi649tPARn7egthnIQsEOrLwwvl4EjTXt8TGxpwmzuG2lbXU+Aanbv+El86Gq/531oKgYP6Ax54UgJ+KIpAPlgEeaNEbUZiHiJGi86B/NwAl0E8iE4B0l+H3wc06xThmRNR7TiviVkF6cTC3gA4kH1UiBC29wGEFokUCyn5FYGaWDcZjfVWfv5mkI//X14VkY8q7QYW8ZIAoDemZ7XgZViRaE14AOQdqshKVfPg78DKRCvf24LBAER/hG5POYbrkpQabuAB3NA8XKW/BiERsMIok3KLPtALp+cJ+bDMNkWBLN779pEzcBg14jWBP/71H2YVs2aaDPEu+7IOR4FyAqU5//YcoB2AhVBmMtcHxSp6r8TTT54DHtZq96webFbp5WtG2qq/8ZJVMeeDF7AJACN++ofyi0pyn4d9OWEVVdG+/6UAoVjCSmO1I19AwHwQBnpKGqRiAGGMVKv82NTjfu3794Ggar/w82zM4mgv8/4jDIa+ruW6/3lqfhGDDehBTZgP4LPrU9n41dVH3/ABLkchrkEW/EM/keZO/vmEs2EJmbSjU7o2f7uZsNx0o2f/xvMCBLB4gC0Guii02cGSbslu25cAPGOdvwQI4Tsz7xmABILABcA3s60BiphVGHY0L/70MlvGTn3+UtYbjvaeSv3nBcS9rBqDjf6WCuXvwJYnqAyaOxI3feGCyAgwDv3p36wd4p3yP5g9208r281e2NVgNqZobZgDtal1R3+zERvBwdTAn02TTAew8kxeg/5uMERasyRAYp8eDmaFKUhiv/zQdcKOUO8fIL2HYQARmtPd+dhsbv3xLgYx/3gZADIi+4rq93jc3AAMDAQ4fAq2h13fxtxVT80438OUxTYNNHW79QmD7CIQG4pDTqQiB/TAD2PTAlZBU/NUfXg3mNTlPz7w9PCRT+gobx4dYhMQkeupWPj6go/76D/AGX3O/rxmBDuQPqBqef6/527hVVDNoMkhZNqe/B4RBgGIAKhwNESfdFWAEoaEfi9jngpll1jDWkFtxTwGHs/+xYLn1BwGw+Pa8ALAtB6tV2rxFpkQ9VMfIhg2mCmIZnRODVbuAIo1m192mRlKPUcAKyjLGur/tHf2kj9WE3/+AxLUZbF0UPxEMiAQQA1FkKK7ZXR8VqTT/BUxqmswttnG/vJYAYNU5BJbH0BItJoHQsYypxw2C8njmxRv2m3//NoYvPhMfeet5LZIMsYRKwB4pJmu/ADHra6i6QfiwB7U2u/Ajzf94i4XDAMRtZMDIlG1IgoB//JcBDVhabMW+rWVeVA1Imx9n/YbrIhBbEottoza/u//jGqtqMCSnLYgCC17UB2FA+bKAGWW6oBX0CpmDHZ/cKGFuqVw5qUZk/ysFc0OagwPxvPwBgqFVyLdAENFaAxWDGV9dkWIEgW7FEZ0sNxaDg0cK/NIknlyiNeqLTCBhYrxBdDoZ7ZrezcZTzbWpayVcRJhUW3SlY/EqHxA2Cv4GEAOzDpoMtgwNR2GBMCtRTC0qgQClOPDWI8KfG8CWQHOrdAJg3NNgYRQgDXf+CZ/9cD9RAhfw0aLlmTIAI0TnlTLR4IIfqhTK0EMLM33g28d/ss+sFAGvxlTdqj0qwGAAewE2wfhyQHIhEH6H1oXkkfzEJ4d82KKTnkEAGpNezoT7CS3uan+WKnHXaTA7DIMAtkF7RHjf+7/QygMV7Kpwtx98nbjM2+1/1kPO7/Ied2HOf4ZEjcLKgg0+/Y9AHV45HwmzuKpSCRDZjEWawfXkqjAzhmbfaQB/5S7hlO/59JJrHH7E7XAAebN2FSzpEXVf5tMUGVzddUFOf9AKyIXIJESeFlamHMc2R1KIQehA2vC3jV3c3cDDUBoDTU7MHvi55z/rgDl49EVb28GuGKT85na4BhXU3e3g8TG6yIeHtdPb3oZMBACzg+xzwZUAUKVpdZQHYlCFQt7X6ZZqVahKQMQ/7UNPjHc7NgYAInzxCQtrPlP2QpjAnOn2SBbwmAc2aGff0kEiDND5SVveqxDHiILfT3aYfoqY95RVoScu/zo6SX6gB6paWHZ8C6r0XfUDZLsej+IWJDi+AQznOJJJc5xJJJJJ9osIhx5TgGPwWn+f//8KkgAgxH9Zwl+f8OfnE7zf/E3DrbZoQbv9zbt7bDoAD4L4AAAChEGbIKgW8O40AA7XIkG1SS4/h5OobYLuRkRXn4f/gwryqUgvwDiIYnDaFa+wIYJmxWL4Y8YsWJsHhCYXBE2Nc6FkDY6XD4ILUMJWCuGoS0M3n6Zqu0cafZ5Rz+xG2xDZcvGKgKfjecfUpeFQdBj94YPWEvxzeX2FUCUATz+nPhiETgY/hvfEzJD+Ovqbtccuo8W3/BHOPldqJvILkRwSZhUyCDgUfGxkX69yVApUbN+wOdAYJGhysdLKcQ+dFz4TOHUNUDT/w75x4f11oIXeEAcOQPHdDzDPnB4C9T/wvppb45ByDFdfwwkZ1+HsDoSYQ+5ZgfNBhwVcAY6EHICDqGoTHVDvGMCOv4IakEnToQfaI56wJta31/Dkn3893dFw7XVZH52+NqgHWggTDDILaL9bQwEYD6on7hC0LqbUu0f8XJ/THwY9qfjfDHAKswYDtZwmmRDQg95K7F/r0Y6CVsCUInQGWDdvMJhTSIjlYZeH8N3WBmLp30Pk1NMWgF8MbBWTEG0tz/8FEaBBqQiegEiPrHmAuAIyWJqlGE3AAg+u+7//ACE0aRi6kVnD8RwQWh4DYgLaQzAgGGkNIigf6dK49AWv4wN7a4WPjbGFk1AF44Q0Ih+A1/SdbuhpFtp5PXQIB9HLcLkYHNTz0UDYFniDAT1/JhraeuNjEB+hDgE+oGgsH+nSdjowUCb/XhgdRg0+qBDghjhgvWKNBhN+cRTTp+Fo2CA2hAGZYNv/SH6dD6H+I4U0aG41TNguHoF6rAwPQECf4FjmqwPJvBB/VfsZhfDvoNwKmGDRaRF1Y1yW96qjOl0iNPOYYLHBuYGnzxncXOQfw3HwUqPzgPr9dH1VFBfAAAAJFkGbQoFsIQ7HpkAtcVjdEHw9AKpaMjQbtrn2kJE5T/t7QiAFmLRE2xHU//B5rIAQkja8+WMpqBnLQAAgAFQAK1c+hpBPFCMgoJ9v9uAt7QKpT54BA7+/9+hYKhsuUPC298/DAgbUojzvAMb4AHsQjNgfMv8aGj9zGAjCBDrG8/AXgeSuACHU9pH99w92HBL7guJhjwAXy31No//a2kWqA8FyeVzjP2lsb5UzxEbB7C3RHhx/3SLKyFiB/x08Hv+dtiJn/AFq5TfmAYASqSdngGUuYzzhBiwdO/CDjK9zBdgP+DGHlytUUYebDtW3MfA9MIZHD/D/3/EiOivmAbZLTceBWX9R29/coJ6K+YBMkUWRtHjY0bQAmDtlu7CVPpgb4o1ZAs6X1hFSQNaqoR+96RZt3CJe14cMTkbrncB/2HAp9/UQD2cD+qeOnLhMA/1QwAaZ8t36w0DAEgPiZai4sHwIILUpg8RBB4ALaFZYcdwxt+4Dljl3VheU/a+wCnsTApBnt9wDZ0DH64pTrd9BWyWkP/nIGQBKlsNlPvTh9zQ+700RX8AHa3opmcAPsrmJS+vcV6/Pi2EAQBaAAUiYHTYcRFcfSzjCE8gJmsOksJPy7e4R+48nPRjVVlpm5OEwSSixIGiaZRJCCnNjjexh98nRIuZfrxAbwAIj9V/X//wCxD8Nnl4R424Ej1nsSERsAIZrerc0O+1mqAkEvb0C5pzhfO/m0gYnKqpjD6taXgG9OoSBh6Z1RERE/A/a0mqXsOQTcCM2OHvzggJ8JHXD9ACG1vV7YHg/CZadLFK72N+zMiGJkv8wMDoMAOgKTNEW0e3hu9yFrvgL17KH/PQOuQ1Q9+QBqRuiJVf9vB332RAt++INPZQf89R8TiHFZf/mGYWh8AF/6VKZrwGdvDszOZE3J5zzClfsahfJfgGBiuK4ID8whkS66em836HVXhZG3V8/EhAK+AkbsD7YcAH04jF+PA88AUeShzcg/m+IpSHeFr8Cwycjb/wQiRvxaN49BWUWZnmA/zVwCg7Cz9hTgZTd0FLYv6zNhvQJ2UAQb9r9jwXX+kCtTrhqnGtRDSSyH8I0RRTFOQqlH7gf4M6kBScYF6AdSCLF5jnjOYiMZl3BgMYAyteqP8ODXlu68hu/GR4jZ7VAqQIg9X3Z91rCbb22EBD7rT27M14cQHFAAhHuaa2n86E8oweiIVrPf/AJAJgs2g98IbWe/wQh61HwABAFAK6qA1jdIiwKhy9TrGFY+rPfSleUUWOdeoz7bIUS+g/4AOMJK9qGO73QLWBbxIPU+7mC5NqD1iXa6g1cev9ejFat8Q/WuICA3okYKqYgB/ePkEH+5itz88djmYnwGOaTOAw4QCSz79XDvRAACAuAFbn2nrRGeAbOaf2HgAmQ8tqBWoscAhCDmE0YQQipYCBypF6AGBFFhQpsrdBDiZo/+7agySxnIJASFW72NCKoXiHXoYt5iQtRrfsk/TaDxrPGeZUAMGfeBWttFMaOBgAExNAMg9cciBA7oJTYIAz2PWitH7HCzH9w/9WgA7eCY1eUdcK+Q5vDDcdlzg8Gqd0g3vIzIuBWbhEbAUBO7AQObMr5vB/ADq4AuCjRaa2Bu4eBL1h4VTOIgw3fFp/Mx1ehmrCpP92v+4yUhTbHjWYuciDq/3AZkzaFUX/+/plg/cNjo+i0n+/YIMNVzByEA7ABl3W6/WIjMDgHDZYEvooigABAHCmvaBQ7sh2g9USg7DLBJwzanA3lpKJ7xWw5jRQpI+9r91ur4SewiFkAHjYt94nyun+AsDZadcOd1HZz3//CIgb/4AOTPhI6oPoAN9A6EK4MbFQBHAZBIvZPgRfdcdGLAYNhjIGf8N2QzFuSFX1+AThUxoDScxJLuq88gHqXDIy0S70v1ZsmQFQABAAFnSOH+fe6OFr9IZeOhMzxJoCFTIFCgmNOqAlDrDqdMtrQnw7+AFtZZeD7HGUmmhV+X8TD//D4Va+wIWHIkQfDjZsAxq9egskCLkFvJxk7tgITDv/7RTxEfMBTRTi/t5fRgMXZ4VFBID/qZGkNuplZ3D67LE7hy8JCXfwYQjYgQJSCUm5g/2XlHPeyGyMN08+i5it7R0/6N9NeEQQgwC9ECxrtoEwlcu3YAdzTQ61D+qKzX90CSWASh9luEP8YStBBPN4h5/fwLXZgMACpQCkF77wLooszBbVs49IEitlGsEWAgyh606rqHAFNnY8+4IRuvv+2zvqIYl/4XLN6N7QKQ2etT59mweEaq5E/++NuEtV6OawoAz/8HJQswlKYrOFoPY9QMxAyUz7u62J4vMCRZhfjShY1BbA07F2p78MK2TcGAG4GSv6wjXoAdrNkKK6OWYzdReyeGTN7BWTDTxzy+R//jjHzMd66QB/bMlNeEbqEfw+dijpSJ6ixKnQSGGn+ERMTi4DF/kOc835qvG06YdQcBgKwSl5zADja3qBB/6chkjcaaY0W1u/Ah+GtgGwIeJf/KaYrSOVnH1pwNR7rBLmj136eFfQJ4lRnFPY7SuV3HwYTvCHPAFKvY7Tja6BP4AodWYdvkbF8CP8EEM6tDScCgbU/eXbGe0Vb1rvv8AIAZBVs/tgoqef8RBCCgb4AFXiJMCUJT6zEagnRzQMGdrvrmDBqn7dQO8eh7+4ZXMD7FEY/J/X9/e/G4cDcxQPOKBBwd94ALRSi16mLr+rYjUQ0GX6AABAF9/cRCSOrkACheSmNdrTowSlG1TVmyyY3D48OgoF+/9Qd53OFtr2mBAI8KDEGRAkFEvyXoLjnwAK7pLRGGFPogNpVLr8BbyVcT4AmpYxbMKD5s1fjhEbzxYD5V5AAMAKfw/SbtSqCNBnUznFgrcqiFxBSVg7aTiIbzKWJPDBYvsRwDapHnYDGlvIA3jAMLfTHAw5LyV3zlQKJFAprz7mhLVZLeEI7QLW8A/9zmHvcFS/dPfDNRNjR2e5aVMZwrxG7Q2mOEUoWWt+mX3+3mYa1R0tWtB/UO1/W54LB7///EgoDsfekwFryUF1Hs74AwN9po3/VskvWvzUAigL/vRGRIlH3lgqfwQhQsMTDl0+++BGPD29TD9mdFrfnoixfBfAAAAK0QZtgqBbwtGRjVA8BcAAUy/wsDZzB1rV8cDAvZUkX89R99QNlIMwmNDmOjbakF8EnOeGA0t8bK9QehmMXjQ+W1TZwDGxlHE1QAJToZR6jopuGMPyA0IYRqh/+H4R87NZ6lQIms0d2fVB61hMJ4vwLodRPaNNT1BmxG4IrDJpB8MQzCS8QDyBOiHV0Iw+15y+XLVu8POpDKLI4hr8LQkw3R1JxoLgFRwSzb/VLiOqAj4dnFwTNAdXD4rdhP1Bu7AQDkTKPqEjh7w5LpDiW5IQHi3/n18+BQXJnUDn//EeOF2nXZ+5sdfHxvpmDgQNoAAWtoNaFs2d7CiXBQ4EsCK5Wvry+vLCmRbH/DMxeBv+v2LU/E8Mw0hn0A1xofD4CR3+lgKrf3o1Qxa1I8bKhHrI8TDQQCmgGLiJi4f/Nhish3jcCNHH/3oLXhzNuJumDggI6Pt4vBvDCYRlS3eH4eStGQWja+aIChl5a6Lh2VgIDMIyF3rgQPRwnGH0VyeMegVfh6Q0/jJBSLjmACQAALovBAJG/l+Ogoo6/G+WsYDgWAXBkNbQjvdyvA4AmHtRsIDdXpNBAFqjLUZTD4bIYTVDj4f8fNG0IENoAIgT5aiAmfif67l5evgkqbo6k9AR1IjheG09aiPp0DD+OXiEzYPcKbB+fczzjwXcUcffh+nRD+XbkUATh1UDx3G0CDk6bRWhJy8efFybQ2QEAYSO4Twx9+Px+uFZRRc8DI4WwxXgaPBmv2oV408TxuQFxwDrQO9BqQgidftpFUcAFSFuT45+bcNqtQJOcHA5UzRgs1WOwweoCDiKVfh2nQF+AHbQEASLoD6GauoQuANpC0IA5gc8ycD3rdSy4dF2/6C+M4ZshJqP05+kRwcYaVwK3ePx00R/8K0a8AAbDTEczYbV4YzDitxf8F8AAAAcfQZuCgWxEOwRfOl4BUrJe8qM8aDiGpXvQ+g4te3jkZG9uBMVekiDwSP7+H4MEWSpQMATT7DG+SPf995hAEQkcOlryyTEsjwBx6oc65PQ39NX473y/CEP45OTz3AFbcYdm4B0dmOQC/QxdhXS+AxOhqHvnoI/KV88omGuDqeRhgSgWL2/CZyWCAN8AH2zpoo91ev4IfNmJwyHOAMLK+Ng7+ZZBlXrwE3+fW4Betz7piYfyvqXiSEE8ANRysIHOr/mDwt1foz8so8lAAgEKgbupKFEnOp1/6mxKXrAQSv33dB+VFTKRBYzo4g2z9fQTDCw1TizySD174y44iH45mYaPDgdvQr5ZveyOf2ZfSwjaN0934edg42Ap89wlAVkgURZldvU9ddMxJZs0Ku5fTEOIb145LAOL661990poaA1F3IQb58QEAQYAx7vrz0OADIULaDDt+G+ONoQ79ATqlhrIUBjA/v8vx2bUsDtY4mSlLBaj88DuS4CAEqwDVTNOKuhAd1v++IABADAHeu0eECFW6hBv0mG6VFFCfS35AKuqS+CmwTxIf7+fRKDFpijr/PwgEAzznxgIqGlA9/z6i1Tz18/ehUl/Do+PszXnvDiD/ghG4Bco2pgAEtaXxmLLYFbJVXqzR/uzrPMoDxtbxeSlLHIc+glK2xp7QdA5WwRUJWSmGWh617GVeb3/ACaUw1ZnAAIRUwfIQpFju8EAytsCy7BIs4QgkKAJmp2fWNWkzEhgLftt4o3C1VVMRf/6AEzUdn1k+cqTa+QfJm2Z0JFoFndRGX/a8bD+AMA5phcRNsYe9gYq7e+6gMOm8u1X//iI///Jq2BiJMjDEpzNwACEh04wgXNwTgMxluTdJgTJCzzyTZmJK5ylIkRFDwzUxa+TTZ6levq7iYr/Aqph0d4ELLD2GAYDYOEg3Sz5BBMc1PGksXAAEBPs0tXAdcwkFgf78DcWV7R7HDB1/4QNQaCQSLu/HQITFB9nQOuAZc7Hfi5OPKb/kwQAJMuruKASBJe/3pBq4oru994n+Ooxz7wgYeBgAEMEgGQWjxRH8/muuCDw/Ic14GMTN4ADwO0QttDiyW36sJVpgSH6p94VYRhjwAIJaQ0vIrOuGAB46lILF+KiSM72TL8Oqr+Ba2bYkCQXgs6jWHGfW1xiXNIO+HwYkwl/UbNJnCA2PcTksAFPS9kRv78gRqwWxR0bS/UTLUC5v7ax3AiMEof+5q1z4DL14RAzbW/29IWY/5BhRwSXAVoJHXQf/wAN5TNkFFdHwZHYZB+K6L/cdvpFSx+c/nfhx8PldWLZqNyRfn7G7iFprT+cXY0IHfg1OX84GcNrwgBgYprLD2TFM6BwY/g9HyPBFGQH0IDwFOeYsAAqAAIAhkFV0yFLQABAA3QcAcpUHevUAHPRLPIjniCwgt4GZ7IlRCKmYCHjABDwJXIAxgoTON3vCAAQUXcCsAYIEIQqAwB8UBzFFaSlI4CjpHu5GgRy4ICCCAMB5Nh6D/gRtBStDFm5n8xMbACgPzUR7yBNu+8NzS0btAbri4f6M7//8vggtlrOdewxe78wmeQJCnYaWHJFetVYb3/zXAEdyBTL12LKQIxJFHN6TBsWH7GVY/9L3HkqO1t/QW3JY+Bg4RjfpkaGQ0AFRwC3fcv5oXtH22MeYdXyKwDV9T3zmxrmEcFJJXmTW//UB2cFypASwF93WGwOUASZiyANf3/QQS2tY8xBVfcACaJaCgg2vuoCRjqvwGOwob+0h9uYMiGUArdtYMgDMrvqfc96+cAczJyw/Qe0HMrl1PuEdX3fLECQ74wnRICLQWVARYx2MDeodu1ABQ3j7uUh5yHTk7kLWPOAiQD61J5ewCdGTYnzHR2YPxCsqTGtAbBk6hsa/zfc3gFUgz4t9/qGZnzevvlHw5h4ZhnxvX3y5fqGDWIELhtwAHAYgYVnJkhYyhnulP0PFE1H4g5aOE1UA5yUDFTapfzeGVrQwBB15ZyeBlAs3yKCfoAchiAMe5Wn9e1lllRACAU9K5VaZvePhrJ2AIKIlwAQiZSAs6c+NAbgBVrgTNhAsQpXNpZ5vvpsOLJppgzg5wAJodfviJ8PTTatNvMRPNdfECb29cxMLaWCsn+tvjwMZMMfOPthdAbxr02/81RL4u8Z4t///O+IXOsQf4mNgAuogsYbGOYM6EGB2QOpnvB10gcGVL/7x/gvGsegJEQXqjnV+pDvgbzeCNz0gXl8NkLb9QoANagJy6H3ngAzGZ6TM2hS4l4Skj4fKLUEDrtQKCxWQCmGj8qBrvmUVjnXxgABAgz04mM68dceDVmgJx5zZ9ciFZazkN8zvnpQGbh9m31gSjvzdPXT3co83wl4URrgw/xAMArFIoxKy2ewTRClg+ov36/f8ANaMEDYhMcX7/b8D9HV+KwmfizJer+se7x8F8AAAALCQZug6Bbw7CRgZKpHWuEto/QjD1WvCh4OkPgj2pyUFCuu/haUGEAAEIXG1lyArmeCSjs1MJkcyhExLDPXtQC+CTh1DqU8OhMnxscA5SwWdPcTlFgwDNjJCVrA/vFaJphDkAwU6SKgeok8AAd0dHFA1wk2iCwSKXRrT142MgDKDAOW9cgMaCJO+qpHhTWH6h4NBQZGeA6rL/2g9iVWXFSK/wQZTQe3eYYGfVg9Ua9/Xceo4Jq1OfqEfJrNEOwOHHwwFOi+VTHfw3GEz9Qm0S/+J42iGwrjbrWSpDwD9OIe1hFauAnAwwcbHj4AF/wmxe9CZh7XH+OEx0SY2CCsFwk72QbYfbqA/GT9xv3fG/IQhE4jeii/vXw+Y20nnOAT9HB7PWmPwNMGwswpbc5+lU6G4O9cBQOULjcIwxb8TggaTA+WnRMNaCvGD+E7/7Q1+kwPb2hAPRWoSfkHx/2PhVCOhRdt2KCEjqcATAheEAfDHjYavDSB/m78N3rf4b7wuMhWXMRw5T4CL717t8/DmCVtPn1hxTn/43GEbA7eMlOjw/4cYPAo8cRmr9z+4hSb7l/+EfKhfG2m+VicID52zrtuEqJlouHjE7EcF4f9du2yrOYkDAkRZ2V//YCIy+Hh+OFT0g5F6VhsvakRHpvzoBIGk7/8pahxaDBF9hNh53+uHtWYkba/xnARYAdfh9ecVFgAATDgozqEvDu72LMIdBRodMIWjfw7UDBSoF/QEJ94G2MJZn6nD23Me//DM32dL9z+66lei8eJ4QtwBtoE2cAAW3Kmx8EIhQajcQtnha86R32ewCB7AdX+yKrGDqcpkpCDueN60ZxsOQBo1wzRwncilV9n/A7VINsC8yARrh+OASPVB/34N6BeYAsaHBeXUA13dSydHRjpEDUVx3rhxqqjhvBLqOD7XIG7zXA2gziV5gQXwAAAB/RBm8KBZEeIh2ACMEXdZ0IQXfgQ7RUCBDdTvgOK0r2N1d8+KCYzEX+Ap0t6YDHP/9/UCp7g/IJL2J5F4AFNt9V1lifyIlXPAALN0JIir+/J1sN+SoL83n+H4RtyAfm+e/M5abcElbOQCxvICNQv3rgLfJB740SUJo+/AnHgj2v574QFANzNL+esNkJv//4AIL1W+jiA3S0Lm2CpwzW3egN/AG+RvP2/fEhxQAIj9V/X//wAn4kxqzD8vAJv9DbgBDav6X7CEbABcbjFUriSbn2iLZIS47eMgtN8wBKsJhfYmwCFsUlqOX4SvQgDLBMByWTe1mJMRrYco5P0jHhQcTUQ+3APx7GiGIqDMgwwJUUmrPGqDCzYjrCkP1zD10WQg0A7+rNr+xOmQDKQL8LZF9UHE8JmVh92Ih+AD2i42khv+upejQELBv0vYMvZ/+ePBecMEED6fXO4MJmQAzPcA4InDLxIHYwtI8ZBPUOMWhbo/46+HCf0S5//Z4YDbIgy+EBA3yyABDaFihZcQ/1a4oNR+Oeg/z7iwfvxKoiAvFNwjMJUQsAUlIdEhAkOpayA3yW76h9GYAwhVVuzTJpI4fGCqkO6ugFoU4Ip96wibAyqYMHIXre07qDcixQAGAt+0oz8DoQ5Rwlu/ePY2lIkDbJ6PKQgIu1KWDjTC3Engha2ACsQlPe+qJQzgANxEy/yoNZ01GfWq32EQwFtA9J0QCyVh72iK0V7OCMyHLN58gez2Crc6899qSFkJmIznpD91KM/WHb84rfO7nvE4RG+ARV/B2+oCFp/YcDIjUdJ885bAAUYMqpXAAbdgjFKK0Y/qw0vWM0IRTIEMcV56jAbHKSiRjjit/oDIM+t6j98Ao/JTNpPiH4vkuBkJS/4RQhsnjbx9swAOS/zB2RCP/2eDbfSj/yMnq8fbIAC4n+YD+lYQs+JZnyn/nEjdY2Puqv/YHjoxPldFEu/wSILvZu69YRXQ6/QIvvtW0tIwMn/nLJwn9aoiUOC7Sk58PUmx7E5Qo9/wwVwDjOUDZU/0/caBKTzkoznXpjgmUg/YfDiXf+FnnDLb68/ZV3CIQG4Az76/63wMQsjo4+F1fEyAJ7AGpg91oETvyAGKasTvnfWj8kABAAi1/sAOEaB1hCT+3CaQBsAglaa1XGDt4Oa4KlGEUxTnqP/YDGzQfv4CYJQMgY2ATHPIj3gAS31/OuWovo+mAJcLn0iy8gJf3XmrZswaVfdtgoCAd6a/FRqggz7/77onxipfqjtB/YY0Y3vSehLVBjMcTGcoqVvwMPGRAw+SDgzi/1EFCGIfHc/JjSYrgwNCIIC8ZFiiVr629vhhR4+R3xhZr3qMGqh8daQz9HmDxIgEHgEj9e0ADzER/lLEs4kS2qHQEq9G2DTwLSMWQAQM3MCe+miFvX1BTUCSa/vWKRgGzhGgvwLF24jETlQKiyytUZ+c47cNyAg3pDgVVlngncQQb2uGQQB/grQCq7AcIi3ffsowXQYJ2LtYKf2ARme4dof32u9MoOqMfIrUHgi//tB3d9RlpG7b0fktIaVSKzuHqOF/gM5aGhJu/eCsFYS+x9sriu80x4PBvixkiv1T7jV/hHDeAl9aDq/gY6XPgMLOsjPr0fDtFxI2UEFoSh4MlVe90Bf5YRocLKxn7+5b+vESHj/sEi4M6rWQI/OqM2oRDlfzoO53ohsC8R+5IveAgTSB6/gNCkEhGYHB0fmzHVdTP+RgaoHZcooz/Eko0/Q62CR7cJVNq5Pv9gdk0ULO/4oih6f9CqmF0ebgnUb90ff/s0Nvp6YAAgEgAgdORc6cFFfuBESOiImG4CqXNc0RAuI1miJhuIgCsmaG2VjiCFQMfPOKCq4dQl4mpIAQAFlFQQAELbgMtEydwSJia1rjIXuAfhcSMcYvRvrgNSN/IBRwv+j1TrExsDTpq6oHCOoCCI4CWZmsCFgX4giC+/eBc9GSwABACUA8xvsjJ4ldJ6/74OnWAGJ0HFn8/eADsUjG4ynqXFmjQBZgKboU2xaabEyVLAACrANezQjJ/wILcdf69uNJAFtAAFACW/YUSywAHwFFuv7xBAkNAAIBdnLnUX8Xn0/Wl6/nrdOToDKn7aWuQk6G4CrcO/nV9naiHXJiFZGLrT0/HaIkEN9iPiArjoAbTLDgVdQMx5c8oxP/nFo2IXoUWwqR1qjMYaIJEdY2BSufwe3tXAlzpADP8YIzEtwASF00Snkbhx+PyL9rjXsDiPj/BBDuwoQhMEpCFKzcBExI5gbcOoHllf3pE0gVSB2ukOF9SJRIDAqoUHkW97ZtjfudylcMPaL4XmkW0hrkMFVBfNLL2/wIoCKctbdj/+vo58Ky20yf4cZ6G1PxIbUAFz6MVs3Xv+zG0ADVBZWuODc8JUQCIH3rjEVwmLAAmAAEAd7wQImc7AmeEAARogX6oAJTJ5Bq7AmskFO5JBTHBiFsq2cTCPeeh8Zzogj6xT9+ka7B0ZhxKCPv/QzAARMWRzyk2Gh9d2/f/8751ioRDA3AHBCsOQPcd0dgzSsWPQiyPWjnprNNspJoL8SRMX/fQC5tICgUki80CgCQSw7juHiVWamBjbVkCC41IBW8Arb2xjdk4yMAYHH8/uOyQlKDn40rHBIxGxUe7n0ACjPoTQxjnzBc/YRUiQEicFL2EluHn4uGYV7SDgHhoMozQz80O5JbSHOITV/3+vy9e3/O/gugAAAAuNBm+DoFnDmNU6/Dqith4VgjbYcG3BObBuhilolejcFpfmBC6EbTcMLwC/+H4J2j7te5lbwEDdgff5CFxIuvo5kgdm0uWP6akG7FcbDaCNL4hlo0vLsEkyKHmHV8eIqDLE+4Ws/dxXcpXx/dOw4TbaLgUw9FWKGwMUmPfD8aeV+EYM3p9Dgb997t2EQzD0JVkcJjgRCJu48Z/Q0RV43zcdDRIPgNvUZYM97BAQ411gg2ZTSRPbnfrmwdzFW4AAcsaJCZq7fByQIPL/6IoeB18958LaTQ6BBqjh6lrb/M8H7XoYdn6qyf4zZqRWeEh4njegGH4fAh+F9oor5UcZU8G2oSh+HQIJduMUCHqOi0fTC4cT+hQwWAgDHQVQgcf9bksLxu2inHzBgwPIDYHZXEXs//VfUcH+D9u9m8QcQKvci+4LUv4x5Zch5it/+Nwg4+V6NbXSxd00F8HjuQlb7QI9LzXCAIqOD2DdILRw3cSjii1WH8LMCEbCojlc/C23D4+jEm4fvHWYY1uCDwCIngLPXwK1gRPAeQxrAQPBvVV+CDwQtH/ezG4SsLOA0i0moRt2MQ2t25eNC3XJ3BLsZ7HM+H+khumrASM3B4d9P0N//A3nejho/UCTkzWrPJo73oxGwuErPBB+evHkH+HZCaHb76O7ugExNUBAsAAwa4BdwqsAgOKEomggKgNAr4dgYsCwJ/Tet3eCS97DxtQAAOOAbszjw6oCpeL4Eb4H0IocE2KZSvQOxEu8CD/759fuWocAQYMM88vUKpwOobNq3S8kuFdcETYCAaDDmy4uNqOUKvplSCrhiqQQv/8FOhge72IvJagu9DAmevFt/Ux19P6+yJ5qBUAwk8GXhaY4LskVpd8p4sHwCUC4eRq/3rDcMyxP/GcbhGwf/rgwFp70y/dxKG4dwOvUJEfZmMtSVcDcUhQ8pVQfwG0NDKQwXbBBO973UZYzhXCZin/1hmA18RU/q9eC+AAAISUGaAoFkMCQvgAZq2+U2ltK5ORoiGo8azbAl6w8JIciwOWCFp53KB5PgJjf+/yUGy/n4Qh3AcsZYjIkGmI9mL0WyIeod5QMq/vMdAdnehz56d4V6yw0KPjAdG3dqYuGqGj2P/H9Db0anaj55+AX4YEhaEL2tN33jLMISw9YGUiYqc1TJh3EyqxHxv7mf/1PH4iLr8SDAOYAFtQpzusGsQv9wAS4pP54vbkUVFzcSM6ql/gBYNqTWRTWIDAW4AGIaa9aeDoYZGuAOl4+Le++itB7D0qF771/C0mRFVefeJiBIX+EYu8p/Atp3Xxl/n4AhT6mB1izJi0WkTu4CZu03x8sn377vEiBsF8RhjVOkHO9n4grdrAqlJW9cYRiMUQ/d4/BM6NdPDILk2h8cVw4fMWkDEl0n9A5pSJTY+r+LNDEwh4cWU/TrjzMiBEpBkQYY1gYzCPnNY2/hXNt0T1XdYO9J6CVv/2+LOmUn/+je+uNSTOVPw/Ah/j+nKZSrY9MtCFbmK/6mChSBlz878pMaUCmesEfpBY5C27zx1ptRvdrH+xrkfQHZRU/PEhkEEEgVtH9VaKb+7REwvUKFHrrlxR+DDAye4w/lgdaYolohOHP8wVVRAQWZr4RB1B56hgHI3phC0uVqIEUBS7o345ZFFkwYfVsFNbMJsMiLCV5mN/95EKDxEzTAZhLhFBo8EbJLkK7DTQUkNUOUXKK3vgHUrhR/mJEwHpcE60/Xh/jF/aTBDFc4/97eczH+W/LRclbHO/pvT743wAHasWFXVNkHODf4gCO/gTGbDP9e3TPTmpgErymwOxIFAN4AFY6tqmt2i0RQBeqPV2//tZLpWbgsC1UYvUco++NvWb7xEIxvgBal5pEMfNsAB1FwbzGTIH6wOp0nUCtesjWA761t4e/Y/9erGqqb+hZWRALQAuKxAK2+Kurgf8sxZ198MSxZAVs3xTafNCjUAqgjAA9QD0LZH/VfQAVvR5Ini4Vx4YgPBEquhd36rAI4Z6HU9vkzQ+3wiJG8ncbgkBGCHfg5QkOwnZ1YBiuRJpBnT/PaMJHfnBR3tk3w4xm0TgL639DE0+FUpaBEJken8DbdUbOtFbvIoCbL4hVDn/f4IIAhFIvrPyEAXlcfGL94ZTc43raE9hnpZrADoiUMoJTe2A3MsbGCr7hCJ4lEqNLItptKXpGiIxAwYDffaisKoAYZeBvfQIAlOQO94ARdtFz24PUkiAA1DrInMXnBEdxOFDpjVj3SwzG6qrrUzkCnrB1eYbiyQFKsG6XIsYHkYP9Y0pJGfcfKCEAXQ6P4gAAoABQA/2B1sAAQAgBwA+5wCoDCUHCtAXL+YMAAngJDAF0gatIvEAGSqHqwaB8oWX+CG1o6g4Ybbn7kjhdgd8+JBwN+AJRC1pyQAAexsh4RB0oF+Q/7AOEw7FbALCLPQ/7rBPUFek4RpAMTr+L/PPe+g2OwStJZ3nq8ZgACXAQETAynxUygEAP1BRd956ZABsCXT6ff1B4MKDIlBYJwmeE/98EZkCumBCd2+CEaIEmlDhu8ev/uC63B4Xsj/pd13jgZZSpf74BT8cHsr72omf94REjel5iQwY+7Aawe32IOLQOUw8p4BZm/+8poWgxLjyKDIi3uDDanIeFZZ3k7ACxBkhlFVzA8r+38JpS+CKeL/7cipy3ku9Q7EYFTHCEzKW4QFI/2iPq04LisHapurAvj+/tMzwQXKaFXZLpHoC2jbqwKLdWW9pnAk9MZcQHP/7rCpiVjMUFkv3oMXsFrMlsWXaRk0ylT0Lalj4ruqqRmFijRdJe4ePHpb6mh3se+zhvASPXHv/4A7Rmiz315knCPQqxIRG5bQnM+0m0lP9viKlj48DazG0AQD9rdgDWA/ewGwWukBS7hBR6SLZlmCvvbgvbA/g//uGvTaQdTc8kbUy5bxRlMwQNWCOu8g8Vf022z/eNkNLQ7haS2eDYHVzLc3nwW17Zn35SkpXbX7itBada4DYaWlE+YzYD2vbHFL/YpFJVzZ9wyHtHuiAoI4heKzSYGvSShYiMqSTOcVIAHnBIj00XYY8dZ+AByHvDqCKePsHIZGVBHnqJAQAV5COcURUTXXm+e1wMAcYJ+Yy4VcbfuxqSoWyDK4YAUGWobF+bEgoG/8AHQ+NltcPs4PgEisJDikw2NFe8DQtpAAcqqABX58HxxslgcADwGYtAwngwAI0AEvztEU2Ig0CjSlRHf3BfmXlxCl6DlE2c4kOg85pxkCIs5gxyCkGHDH0DlCvtU/STmgDHGfFX/kyhfvcn34Mo2FOoOV6Azi+Hb/RI9zz9DigCAAIAABQiREsXLTlPxvvv9CoSoFQk0hwlAaWHg0RD3qK17AtvjGzAE4Sz0AsaIbbHygiVdpmomF+OWC0yr95NJofk0mhrQLWok52ExX3FHhh+//gFDYxg4a8//hAQFcsRlo7zVk9o8ymQ+WACsigo2q4OP736tjVPA/lg10R/wt1UbkTDpFZ/YkkNhOxNPLMPAAIAKGOphgTgACACA9MAHE0DQolrYlyUD5wfzzTc/wIoCKBKN557lMXIfp55vo54kNuABeh2RgQ2Zir15IL8s8qejDxAAla4QC4tzw4ACKi4HBKPcDgAnJcAWOKh19PPCCX0F2fINTsw8uj1OvxAKc/neKhEMAgg4uSYDoU8KXGQH/7wa0TdQJLcJ06E1X2cdoASmoZ3SpJPwzAAMAPvmiBOBVRiQXiYCcjaRimIqC+1wkpuMcwOq3tcgN0V1EH0N2+mczg2JEBXAAs81zk5D01GIX8hKCDCb+1mjFqaC1XN3//+ceWrQLqP6b/wXwAAAAkFBmiCoFnFYwNVwyEP/q261WIjr8O3QQGmQZHHckMO4HMGbrwChFnq0z8JMR7hP+FtCqQ9PlGqG5B0SjQNW5j/gkwhct8AQ/P03JaH90lEXw/Wj56BhhB6NUANMB1IsC4MEOTZ6jw2uhkeOA0FSWyOd3wF4fjE9QmqRQWPwx8fDSHoeMMmHp3cU6GUr4IKsECylmnvzyDmHF5rQb44NRA/fu4BdAYwBjF+WphAWKvC1LEN7cKLxV44PXx8G/eOl3wR44GpA3gAEwi5CON8ZFeCNs31jgbuFWFDEFIlnIJyrMgDUCk6qYB4dqWGPTIbV/+FtA8yYD9mhAc7k0stCVwigYimx0f/DHjI80g0vvXjBxilpvyGISOOn6Bj4ennAQT8B9c2w4T42XCwAA5KOewgdnts2weEtfV2Ky8b/G5ocCYpAoaCN3I5SyjiW8xWAh/aBw8g4lz/pqypeNwB+NsLLwftQQve2toYQ3CuD4DSBBNMRx9UCvgDeGB9SDhw8G5PLAdGYkNglKQunDeABDa+vq//4AW8SMdRjPDXhHoVcEbU5XjZUFDHR+bkEQSsDDvUcFBYkbWFiByXxpk4C14tJWHpUWPFAYenTgF4yOj4J51o+JDYymMhiMO+8MiB43zgIMyWDBi8r9QKcLpJ/f6whBg0f6kEJ427oMzFXk0n4znxFGhcMF0V7DOO//BNYGCCDZ1OONiIVi4H2ixf7PxXBZYMOIAFQodTx4QwbQHmcDPcIAsGC8bxGtAB+gk00BcF8AAAH2UGaQoFkICQvgAjbbiTaf6C1W3spO9sEdh7gunm6wcCR1TB8hImJjD0JWjtpARm3H97yY3MxcxEKxTvRoM/5hkady/3/HD+qQokXl/+D6DCXvpRKfQHg0KlnuQP8VrG/41Hf4iFvG07mBh9oWil6zfsXd1wODZcwE/rPi3zgAO6z8/DmAA9sG9zUCQi9f/Bx7qZCsto8GCFf8ZAZ1/AByrM6IavuneJiBIXiJWxf6BFq12Szf1vA1HRc2AIpRH/696DgBbWj+E9YmyKePtOHaK8ONHU3Pb5eQ3/xMbCecg8UjE+QHifNxgiqn/GapkAH7gsqqYg//tG5IRzOWu40DBTPEn+zwpOMsbFsf+NwUGiZsE5OvvsGhB+/W2apIgf6EkMwDQ+vPUEMtrG4/SgZmHJnnu3gtGY6kdAYan/rr8fRiggmYyeYgQNtOFFA9dX54J/zA1I4cB4xpE82A6KMI+I/PcEAvBE01+CQLcJZMzvw9HoTK78HcSBhYunf6Gh1UMbfk1ur7V6xVOP5FTj5FUYQjfAFaH8yx4AasGDwTdMAyhsqDqihW0UxP59hh7cTNEQ7/B7D76AgNHtaf+FphnAs173gDa2k35bknoAfDEnHfMFLQChtCUx6h/0RNvuNl5AfTCGiihP24tECpGGB5FkotLTfNPHKS5+VKIuSzGv5/hiHo5IEmGVHvD8ADmZC1qgexxAj/IPFwHABjoGA/W+AGNRGeIRdx7SHI6DWI0uKrYgdoibwEevbTMY8js43fMPAQsr/YMZg2PsvnBwH4DgAEAOFOpgOE4AAgAgNTOFwlZCjHmUbS7D2wy1w/ve8YPAhUSsOylLgj64hpU4m6zyVLrXTFapxDjbP19+G3uqCSSR+g1ZbiQ4XRaw8vOK/4PUMoWrrcWKVJI/+BlRdzEOXT4ACFkiRR8333wOyqcpvVpIodjfffAsyVOSR3d0RwxwBDJz1HojbEvwActaB+QifZzxkcBB+P0HKJAJB7z/sDwtwBdsqYvqCMprGm+6CYrGbUFl3toMl7zspVM42iEa9BiPEqAN62VPzwlPSx+8X/8eBNuX+/DUj7+pc8TBBcBjJjFAAcg3qKxhjTNwHBTlFSmw7rgAfEcJzhEb55B4bhwmytayr6QiEGcvnppNwAMALwAR/E/AW/opj9/0DloEOAGj6hVb88ATf6MIkG6oQ7fsAS5Wo2HG9/BJm8q9WuBbf3vjbZDFs20OmD+egt5Qnu4D/87YgMEP1g6CJDzwBexkjzB4RyHywagAUpAHHzx3A0qxAUACS3d5fo+7HA0inHVPeHvd3AoNpg2vnhxQAEAEByQEsOfbFk6ba7MuM9JIEPI6GAIGSjbbu+JtmbMaqoXGvYAYJle/mzTXerP/kjjAd4RbsOP1fIoADaySeW0eF3UCIAt7/+Wh9adi4AKCM++62m8ADLgcIMQ980KVEwOYXJ2gAU2/8EifBKBkovBFmh/q6hOZFsiqGv/SEp7gJZ61MhnAWXqJU+/IcJ8ADBDAKTIFCIrJGTIS3rMEgS/TrgyBSHiDf227qBkiEAAEAN/8AzG5BIKXpB2xv4JtIUAAQA3wLcQYbJUE/6r0Bp1iBNmJeN+kVeAAWPGQAVm7UiBEEqfQGox9YPPBKpQO0FY++228JyqUd4A3p315N7MAQ1kBBipYYOVBAOk4xMEOdB0HtAxMIzj6Eh/2tOIeEedB0FsgHAuIZx/IJr/tHP8IxsqQacM8PCkTAHUgSPjEoIpWNrSxg0JCUtr3hyKDRYF1j7zK+AwsW+B2S8wABADADHPbtLCgEbQvmem1lz8z6osUiRvoFeokY8cRvZGH7MYzOFf99H/7ab5oFnhuV3HgTlBDlAaAdIWrXBwGsKyZvWAYx6eKp2eMQWfjyJftgA6AGzSFt15CAfCBSJu94Bhh6LCqKhMIJJn4cRE/33hyADs9ExEBgSAGk9thEr1zP/0BKxXRjYFcNDbLTAjQQBKcgSSYaLwAeXz8Ovk4UcD+AiCln63EjcBM2nGTINGdMGZlIGZx2YwAAgBgpqWDkhEIIhH+A4wSbKHmynrkMBOVCozF+NIJJwCJPgfiNCifnVjXJCH/1S+kpeADTVnC0T7jgmMrld34H4gtDVZkMeA17cIvxUN4Hjxz7g69Qy6/Aow7DweHJL068HAq94FTwA0Qe/8/xQF5Akmov3MYCVTwA6P9cFFCQjMOB/WC1jPWRTLLenqWcJZHR8OKADgAhxCTLBNhtJNJnKSf5ThFCikfOIgDlACg6M88MoA1gA1zJw4GWYBrbgBwZLvtCl9OIZbkBpMu+8oMgzyefixcxl/cD+EpoJtKA1J6vYmJNRVJ8/k3HPHEMHU9VsSVhsvP6Li4GCJ4X/4EL0llB+pgOSfoonQah4CwBHnWJYF4YtssJrTy/gLHtrP/EhaPVNMN3kn5qnQ3oON5ii90+gK1+GiaETM9aOwsa/4yEYXlQj1oxdXT5YYHrjm3gfOZNOPQwAYhBYSYdeSume7GuyEEPtZYcf8BVUse/V/CEKCcwtokf8glIyBBBPk1ICzbrC9kZGhJ0fBwiIC12MY7FH/8gpiMhmBRN575+4FIABQLEep+CJUeYBqOWW/7eBdHi69Jsa0LYmfevuZHdh7GRENQQOH26KzMc7WOTk3QZov3+uuzwj/+8ff/2/4LoAAAB8kGaYKgWcVjY2kNzIwCO4r/CuhkztIBRxIeNulWDR8wJCfB7X+FrOrBx2jEcvdPXdtGv/DmSZpGHLhKIrfEqTxXC9AEh1kwC6AgmwPvYMeEjXttKE7zU8Kwjz9R5Q8AvH5gQCHW11t/IoYLiCTCMeNhNi/bqtKB44WO4IFYI3RQuP18I3KlL40vG+GnMHg/dB0Xf/pg/eOwLpaSs34A2EP4CcajriHYusMbngJ4bTw9UEL+C6EvD/H/kKjYGA0Gm+DCZkkhwFx4gQxDINUA+RHwN6kjfDjGaKHpwCEcMdBhpPXDSeTsCAmio+NPDgZDeLTZBv8M8JuO/iLf/kbCB6kqsZEE8ivM+/wQZQcNCSMmD+hwmz2eDgKM4IItJ+MFDcz4XqxX/ZENDQ/zJv1FOfOXNRc6rXklg76tE8bPjgWwbDkqJGbOW9kbhMN8iwQMx4I/1GDgEpeFXCwbh+SJNN+rRDV9nIL0dd6cLw5Dy/+vDSovkLwH7JMjhAM6nGBBNGSiOCfa2IeFNoqNjucAA4QYVsAT687w3sYvXh8Q9p0G/ew8O+cQK+Ng7OLKBx7AxnF9uuCuL4rwCMoaGbESDQwfDM6hwEyKn+hxF8ZxV+HUhYdizeUdryFwIA+CaE7DbPQNV5w15zmcBnBFQDQRZvxQXwAAABqNBmoCoFkQGAvHDsAOwumrTg6yrdvLDLP+qzm14NI45O0MAfikQLNZdB5p/wCwryOIedk9gBb1lbd9/tQ9uCsSPoAPSbg/IiL77LAPOmB6lj7CEPRkceaRdgWPlUHn86XipKSWgbco7/AGzQyLctEh7UNmaU/ewsWy2qItmP/PvB7YvXQEN99ChsGKjDgm68AlQHJHZX+wGRX1vbzxaKV00fUv9wL2uNTcr+BtQQdgjfYYECfxgLOhq8t5bN3F36b/DkAAsXx88JTF3gMYEkwEmaRgH7/e8q7bMX1IBn+AGobCoXS9+iomGoJia1oR5zv+/nwSRJe1+c2LsxVj215tDfx/xv4A77Dloqj5P3+4NDzVGIZA1ovCNBKebLd8GRH7cyf/qril/1H3sBqGeES+4L4idJ1UKLcJaGLU/gBgVyrLpAEMZQmlSbBuOlb+s49u02xXNhfAAUPCpmEE3oETbouwLN86/eBwLrR9tWd32DBuhKdWIRzvUIB1N74kwIArFejrsrHP9i+UsRC0EUphkqvE3+B4OdDUotPT6Q/8B4/4f8CdVjQDSi0DUNlCtmjz8L7IytBva/8Ox8dNPAQb+v6+CAL4ALs+Ejx+huvQ6JtjiEOu4ADZG+xIuz9NEekUg71VLtBWh8qUvJNcBGP+2R1D6lc7vd5Z2YB/HPGuAFT0nX93cFA2AITNxa80GZk44flOvYcSE6++sGBj7I+acZ6BMQfOC7nnhYAgTX7xbv2ZCF9CVRXoP/1r8Dljje4/ijyhhmMg3agZZhpZqD/T0hFnR12JsV/JD/cEzZMPNzOSw/QFpgWmAHjjiaNbGtKDxzzDKAD2+HG0JTNesVsa51Hf8xHDHACv4Ud2pwdBcxs3Oc9BNs/83gCsMi6BjSb0Y/e8F+Ct2AKJc2jsVATTfRG//0sAcRb+HeUCq3EN3/SxIZC3CzHFsIQBGDnfg/gFI2Abu4inOz4I9e4Gdfabxax/nqdsjYYdEFIkNMiE2z6u5ACWXf96TdHwqYTMzZ93iqSoRL/1vDEw5Y5mGNfzUusEIXgSUcksCfgXUViv/vwRbImYjMyAagPanGu+8dBr1rSDZREsa0fgF0gNlMWXqM8xrACjYBzIh1AFqUwMBbZNDSoVGdj4zbawGBjrTX/eAikXn6YGO0i/3wgCCDwZTTioq/fQwGNrnh9dAs0krL4Oz/2+lH5mPIzuuAhQQNqIEOjE9W8A4oQF1cnmg7XHvKcxWs50KPpBMchSi6kHaINTqJ005kebgYdfgGLePC42U9GuXPj40R6UEQiERvwu+DKKTJu6Qs2jAfEi3nhYDYcJ08ba4la8PKCECVpP5GPw1JhH95wF1mU0LtCuv/+jfbbDe96i0EAR0gvr7PZqFlRg5Iir8/2I4imyuCoD0GgRcwi01RiL+Kd8J74ITUdQK4ulHI77/+x0GVqv7l0d6xG6sDGam6gVYStQ5iE6n+3CAe58dmGt5Sv+KCTwIVOAbam1x4B6wemEV3tMcWJYBrRBOroAXQYSOtYFxlGOFOAcCgcAlEcWaol+AmQcWnH8UiUGqQ2WSTPi2DAAMjNQRMxPIKHRyZ8FQpvlGqK+2DBAPL8wZi3eNH42mbUAGbs1RtvgwXa4x35j9vD/DYEiYBQHVGxN4DUiC1biSnvvsNCKXVgODV4nz7RoWGebfpMYKb39iIlP2ZQ4vKbvhlQBUALINPyq3tv3SDhoRIOSlRIxOk8xg0GFyWgojnB+oZRTRpPOAO8qpqK3vWI/DXgGBfmBRvuiwCCRr59X/G3k4AqcCA8fvUcAAKEKAwmGU8g4oA0i2OHHzwZc6Jk27946dghJQ/PcRFGta+fG599KIwNWethtWZxA9mrcW7axPDUPshOVHfgMvrtDX31P+GDdX/+t/WCELQIUEmiWDZRn/+fIABMeEMQWIhUxzcHvtyrXQBaUhDzsus+coMfKJfHgvwQcF9YWq8ZgAgsyNXDyiXz5714RFHDXrn47HpaUxgbcAGoB4NY5+MIRP+e8AWoEWdc8IFgiTLnhFgunB88OrAAEAIDRT7PeZgglOQPeegSggMKnntn1Ni1cIp9yD9LAcQU7UQYcXq8ogYDUaiDo5mowiJC12NK2t9TqiURR5/J5RdwbdRNh8YEVkRka+2gwmW0JvILwk3ruGYccdrEh/f5/xA9r1njIREhqAGu00NupHV3n3oCHZr/eAnbOUPrmJGWa6ff/ghEBnhEyCCTfddIfwCTqirdc3iBlvv/wf33ml/+C6AAACakGaoEoFnC9UGgJwmcojVQUFDEYHsyq/w9DkgzQGYYGjeIfB1RX2tEChlO3hDHDimGiJGdR/v1RO/DlginITuWerx1P8VwvgZGJwVYZRKpYRYa0tDB/w7uXplIKBBI1gf6seN7CagVUpqfyZ4bbxgsV+POS6VV+H+gG0AjBdsGodCOmlQv8wxnGo/vYaQX/G5kEhcaAoFpf8DW2Lg4dQQBw1DKEOgovs/6Y4LyA8x2tHySdlgckSjxD4J84MjI+xwACMACqHWZPUzPgwhLy0EA7aANrHAEzg7+eRXQyRFqd6GmYQFg+MEyydA4AxHBBYEPAwJ6oImEwNAZFCkBCwAAXlq3jjSbQmMZBEMIIXDqSH5WCkxU14W5Bo/wRtM3Kd0bgViNThesGR4gVEZ5g8fxuw5tRl6+cgCxrJcZLwQy4DB3n3w/esgaoWP+C2OBA/wBhlDzkTYHjzcYcPje008NaH1QU1T8QIgwSj+4BpEHfRuVRn4yCBjhrB+He0iWRGaG/dtDB4QXqDA9kYICZuDWlQSc8i/BIQ3niOFOHDEPoV1oPAvDA0yJQuWxhJoDphtBOX+Nj5bwDyw4wC688M3RYQANQcLEGElhuGkVQCuouWXjcTCyiOccHIhQU6agOGAI3cC+HlkAiaTTpQD3DQwslRqB2/56kIIdTu07dvsIEda36OZ/wT5gbGt07c/GInk07c/4rVlLEoZOGVIOA+FqCBe8LMEAygpwwvDKh9Cu8Bw/jOTzoh0y8LQ2tk0H+4eXSYBiTUB//joPqYch+STGRaatPxnDUIeB1yGB58CX4SNcv54ob8t/wXQAAABqdBmsCoFnC+EfGZeNnHCI5kDA38t9f4KunmIh6V4zgH10QW4f8ePwdVvIc6PvQDisfJ1wvKf/QO2XlhsV/Y2xNIYX6xQ+n3eFnKT3x9B2dYawSHeeKQ20wQAe5q5xj0gRe5AA9a/CW6pT/2mAnYs8ht2lr49//wRU897ffee/1//qzZ+GPABRsgSFFtTFuAAthSjyhshDwiZAhxzYy9Sw/9OxS0TAAEAQANwkVLWLN+YxF6kFGB+AOERq3AGg95UfYCPXtgeBJOBV81ozr8KxIX5vxMwSpDhnpeAUADzyJTvJjIOz+OHgImvWP9YLyDQDN7dd///szc9XV4d4PkFYYU6aX+CAY+yV+YAFzapg6Yxz9rRSHkEj1wkbb5qKIkZmVwrV99xmNS+/1qIp3/ogucyO/m6gfpVez0Fysx2If3xkIviSjnX8gWbrmNLKVfsfXZhqEBA3AyFHlhSoIkoS/+ASgAEYBgloD0RsML+PARyHiYGwgF5VBz69DQEN3yMBAGAAUv/OuXkYYA1Zp4I6u2MAAgyg0hb+cEQEGlIAEdA0+8xJSAvw5DC+f+jXkaNvMNAg+MsISKjunaIs6x4zIDIVSSRp/Ppfn255vhnQGFYcWxKROu/HDMltefA0O6kl5ne9CC7ChU5kT54KD7YFNudikKPU7+L84kL4ADobwyd4qowi/9giVVtJAYI4V+oTIMs9AABMAugiTVwvCvMc7CUpqQ5TlywwN2STx5P8zLD3jiBvgCJRytueYQFDl1rbBKPku0XxgsX/dADTlHe0t8faBKBK1Q2xMSxpjfUAiaaQ0vJ2dQ9oHzmB4gsoeZI/nhhC9Ou13/4BpSXNG4EWQVS+GM19USa7YKKzoVNk0HUWgcMYgB1ejZXxO81z3iQB0XNGZRsVUvWfB3b7hEIiBvgG71wAF8pnVIZ8/WN69g+vY/QvBOToCDgDoKokBWzdGNQmDgWdIR0fnqRSErpB2r33oDhncqHAEZWkDFYYWp+ESEJhUsEVEw94AECS/ugUHKMaxdjqINxkK8/2yAWCyf3Wg5PFHPLrp4YoIB2aJw8Bxp2NZ+33et6/Ch7Zd/vdP65n1/hqALg1ImK/AGA5ONswYEPzT+4JZnXEW+vX4A61BiqdfIsXwEKHyMj+f+CCH6dcUfFZBAfAHvBHJc4Aah64BA439YeAAtGBCISGAOswjwj8bB634rAGEQrGYPFJe5+LwmA++aRCTGCgYL+dwPBjGwAYNVSrz/gsfN/Aox84bXvsAOnKDE8QNkYAXRtngKYkdGqnTFGkiefg/MuPfhQYELKHiJMb1Bx8zIABpmh34Eg8R8Kofwp0/AVTMwBugChx5E9/7uCaoygIbeClQFF6b8IxEYwCbiHi3S7wYqxJ8WxH6TqGvAE7hg2DMNkGgs9F/zkeTkepsC+HBQHYCLTJDauRyO4ehSLNsYDicSvfwGQPvw/xzDQq0+AZiXeI4suR7/uGaARKwyMnEkn/l59eKBg/0WsjmTMnp+Y3F/SVvat/g/Yi75htOi42aBli75htMwfvf39Bi8RxuMkFHEAqF+8lUx5MlwP76mAZM2klz8BL5aDqfIPbYAMcESvWAa9YlXDfgvjZpiXSKFdkuAFbf6BAEHGY8nrmYl+AqKBDC6zwdPhIEoj4prlJi7uQDoOGKC71hyy8bycxXjK6X+nB1Dkvu1ABaZhsjKATAaTONZkXTzt1ngSuMAYaYtalGjH/Qd/+ql4NEAQl0+AGFiK2xMbuOdpl2AGfW9Q7eavkWEAiCCAB0puvbgPwIfMQNxBfAIARIaEPwKpChymYp8gUEhQoVJ9P4BAruA694PWSNe8GQ7wNmHyPRda4VrFDdFe6CXvaMghIZZRgouTUASDrTUw4AAQBcSN1Nx+B+GYNBB1L4AU0NMnC1/PA+HbVyLqKf/Lw8Ly8AYAZJgdPQA9hTx8Hy9x78nGCywUw7D8HkK+8WKYrid0M2fwKAyYOZ75kBHFI4h/jl29+Z439RsxaMdK//hjExIZDUPqJZCPnzkQt2NTQohx/ikAJg51yK7/034HamlFXfX1iQtTdl4DHkmQWAsTaT8MBZoBsABFifZHjo0AxQ7vQPwaWND/B2YjObwhbKhtwsF0Hx4haIf/54Ye52Hn3FNz4SABPO/nhAsESZ88TAfKDteVAAOAz2s/6q7mCIKxWs1UGKGhIzhqAAtI3C/bLytWwuECypHz4PxbYT8Ne//DPLZCWqYgNHO7QtDECxbfE2uo/3+A6z118fQz6fgugAAAeJBmuBKBZw1jT1MCAsFF4Nyf/gihxP8mvD/OgomVwx4fSzwja64uAkNh+EzB/UunRXDUYBsQLrNaBBZ/DMq6xPwp6CEFPAAI3CIHAGE7TwcPt1IToJg1nBx9KPghjEn9nxu8QsZkxUhUNiFbXqkq9WM4sy/K65ZQANVwTS6goGI1Hb2+lOSg2CBLhwLx8KsfjC/gnx98ZBeOWq0C8Nwz7UMCnDxtcKjQe6Vg0d14T0Amffh06duGmVAwtMWJth/hxoUL0rKKgQIRwQQkYH7m6wQamiQExuYQuH9BD4NBUtQ6hZp0v8FE1CE80mPNvhXIikOFGiqUaBwxLA7Rn4dhtLOrwxRljpkMt6/4df+CCJWpD67iIG9QKUxwcjA3PXw1UphjQiH8DX1pXOHB4V6VPtD6eJluqgWPjqZFi0FoPrplFDOFGivHoPYEF6j4jh7Xgu1YEnv8wQI+IrDNWK/WAyHKCclXCB/4V0NicMyceCHwXVMHzDlJQOBwhbasAvBBQCJrG0aGBErhsrgeAkJtd+IET7AD6Bq2CB9b7XjJcTxORWOtsD8F9AOUIC0zOEBS84/OXCRg3Wz+K4alUXb29A8z8cMxJuHJv1wTY/HRMLD07GpR4EReoZ4IowEOigf/wQXwAAAA35BmwBKBf1dUSIF8ADeOCulCnQT9ALkeOCRkvvFXc793+3jIgFAXgARBfIpnknpAwvyGlaCeHyp5B2oEuPSQVRqH3fXYWEyk75PqYf97AbMFKFwPC8kqpUf85IAGAL2A8rHgJOs+wVxqcOl17gCwdDL5qfBjKYv9/yVQA8ay/6+tHgl9ZkAPGWK22vrTgDT2rumJDA3gMFuCiE4EeBEkT3/YfwAwQfiiIdlNf9rQpBkEEQ4xzgegIFiZaUkX0h0xW4CcJ5ChkkiMqLpgCg0URcEBOkYTUZNfYBrhbSgymi1U3r8H2MbhExwSkRcc59HokN+hHM1BaYbuAapSIGbHwCirjb8ukuqCWof9x4BASJafwarVC5L8DZg2ZXmEbi2CitU5f30ZG7sHoZsg5JeuCu84CEuANGXpGl77p43OweqSlqHsi/eFcPZowAvjR2qmL4jgS3GI1mAGMUCZvAjOmi3iZeBef6gIKfq/vBqPADgELABWNoXdEhxs/tf+wybAB2MtA8yybv2OYkqvXFDIIQQf0Dvz0sjB0rJ/ffAGqpufg3tGk/A4W2omvxBanO0kU7nYT6ufprwDHgIwgvKCR3WzL/G7WfbIRbXSpuPMnDhYgIB3WSk3bfXuB/0uM4fc4BcUlWJZFqp/1FgiP6VxOvmiNeTiIwZ5/3fERJCIjCcpXT9///tBh+BUdW6m29f/4hVYCl+I4X2BwApHTB6hZD6vQLl3BmBVJDQg/+ACw/3aHE2/umQ8Q0CfxkXC1wQE47ggCOSVATKmaGyFl62AVAe96QYBKyTZWkCB1P1sAFwAu/uvC1uDtlGAzGA57vPe4RkJWABwC49908kASTgA4As3nhAEg7wgAiFmhsrMtH562Ah4CVlWDs2L9qynOAUDwMCxEAul65PHN4Qjf4DRDeMApv6w6IAvQAYFyr/oCE9pghRCtEDJRaBosCUHYuqZ1/tDigiiI6dBh1WmaqVUpnv+94SzoyF0H34ciEQTEBfgf4IHRO+gRRJHBIvV7+Qjjn9xwezQNKjinm9/NdQmJhqFklMiZh3nlYsSKQdMCMUP4/CcEoQkQp8qaf/+X4IoTRYqXT//1f8M8CjWz04cse2f+8OA4gd/L3s8x9efdL+3vzHXL3c4XjQ0A1yYABWOktueI9X/DMDg5EcWakItN57QV+oCd96P+f/DDcvgugAAAJUQZsgagWcLzmg0gwQx5eUKJwQCPhXeTX5AhZob0fCtAn+LwwHgH2ECJ9mazfurlBBhtLEGAaU6EceuEBXBJQCHwBKAa8GZyuXlIJwwERwvc/QzAgyD0NIcQstI4VH/DEYLGg9AAC6xqd+oadlRZquKAg2h/2wIMAT6+HaAUsEBYR8fgsw6rENlfhBi674DIZ8bjQJmBOFYvGLw0GahPAeQFqR/7U2t6BjoeAVgMCwM+F5h8cCARoXe8NHCY6DwKkBTv42jr4jxtraIYSs5FAxwCgLX8wYAfY2gygFDBSKAlKmETjVnfAYBJZVHCuiOHthzLo3g6AMww5WOJfrUcAPWBQR6GuEKMGNoPQ1HwxKCAUJalP61KPcfHgeB8Qco/C9MwhDWBWgCuf+wSYLMCEEaDgNOho/8bQoMHXCuoF7xpox2VQemwRgQBeyFoYCEnDMPhxcNTL8L81euED04QuFysG2/rQWMSBI3wS/OD2G4WoCGAxvCB2RHBZqGy5vIxp2rQPM7OPAAOEPD+gcAJhgzdBXYh+Dwhng2DHSeUYWlmHqxkgDcILUPgg2CIC1IwlARUDWT2pdWXzC4qDYECHEXCtTlaMBoYvHWl42ihCaWT2kMD7aE9eTH8PWmlgAvW5uA7UKkAEhyKp/qRCZK1S+J4IoaRViygrPUW+FvAChlUwZVMGVTBqH2vN0I+GgVqc1/4Q0BURsaQUJWKCYrAKCYo/G+qVi+H5VMGVTBlUwZVMGwJG5g2poIzQsr2Mr6BeEeu2PAudDMit2xnJhuHgegXq0F0AAAANCQZtAWge8OQkYn4EDe8ABqI3EPbnN/3eADYNDdl3UoEww47XgKNObpwEjK613gg4NYwSIiP9oaNbJo24kzaE2UqszgBT+EjvUI55wSI49R7wAFGHH4izmbwQky3I/JAgVERIu8E55IFLeAgBpPmV654ytAM0UWxa3/fCerPhXwAfpiufI6GYAuHMgVFZSx91bBgfpcADa0jns2S/ADR8lc8v0/UTBB/wYTFS2mXCIL8tUMEg9QuyAo6szzXGWE36ZwKG1vzASjg0CrU8IJC/ay/iy5jw3/pAEuitmkn2iwb9IDum6DzhgO9Ag1an3E2SBhImr32m/EvdVDcyfe/7AEDEY4pSbH/I3wfwAyNO1GfpAOVwJd8BY4sjBH8AVtKQGNrwzrxF3wQLkMELISQ1OxxpDjycXjWXa+lQWmuNTjBd0w0HQXoMRhAbgg+sbYBwAajC59qvPLR/AaMHGh1lhtjDZgrxFnYhdaQVXxBB/kAZsAmqIHIfTYGmpabKGwTkEJhrT3eIRGxSOIkNPAi4tAUpvSzQWceJyGfQnJh/gwSSGAkkCt8JAKNieki7QBPeTEViqf1/BWNewVfvsAlqN0gW2EW00FwNe8SkFU3z+oePU5VIHfft4X4AZg2bSY+8QkHuYoe/QhgejNwA7AD/Tr6a/97DCgbcydf9e8dKPyOPGPzxtA04AFxkPDvkQvoSTF/rBmw1ojFrQ/cDiAeCbRpyfzgAtxfRfo1+7UJASyykdI9mvd78ouN3iFu5IVyX8gWYAKQEWaHznB+GSQBKwwgnoJClGkqtjw3cbfTXa+kSA8mzbRhsxdWl2MU+EYd+5BATD1o/sxQBKxMAsovOC2zBqHiA7zvmLD/XAHcvhv5/wSfG/qi/CMK/2xAWgBj9+o4FEiOBkf38DAAbqwQZVpX/B9wg4rDoalh+zvwCPcQH6s8b83vn4FDFstI0DItCXo/Y/3xb3MIiltGyd7/BCEQt8wDHnc1ad0oQIMNOAiGjSu5wBWhZMn/3TAAN3UHC726mFiz/+DzFVEkof8B0X9WRGOvVHhD3/7/4uTeewaF/+f8Rw1BZlsxXmpndWn4+Z+Pja/19q6khub/h/7Ul+l8CVAAAB70GbYHoFnPX6CCRofLAj4KOOjgyixRGH0s/VcMeEXG6vx8DpI/ylw4h9i5uCHYH99xHBFoyocjj469GNgkoCWAysD6RL2QDXBDnADQEzXwYfRhE7rkwuFIsRtrRfTqKaf+CCNt8BV8ihPbqPUh2qE66p5QGY7ReKjUTEpBBI8iIeQLB2+NnAhCWQK5wc6FCDqCjaoDBcPh6C05HxXjn5KfsDHk1wIAiOC3OECcOMFY0ywG48M1oc3r0WnsEpzFLTP8bscPxMdlCtf56yOMcaSicsGQxp2dCPDcQt+M5wgJR7JLwqgH54IA2GwYyODxXhTVaILw7ph6BHSwtTwtWDqoB5H8XS8TzbhhSKBgGCMjZzbWxggKwvcRxuRc3TM9QmxRJeHB3F5th/ob1PQG9hoSYE0gEJTiAlDx2GCYEHUX4PggjBYdImOPBt1AJujNxsECWI1Rsc4MCY8PbmMwYOEzF9X4IKAtoNofwTUZYQ/fgZDNv+gbQ3AoMImnDX1pJlgDAiL0MuP8aCx8KdgdAYQMNL9RVqAtQHCvAgEdE/2JP8E/cBg8uBGx1FmjgvJQ8LaDXy1oeHUB6+fj6ZnPiOSknQUj+CK0Mtixwsn+FLOjOb2GrBGQJoxLFAKg48U+5Gc0YAGeTBvPWImuGYqPgvgAAAAW9Bm4AigWcL0A8eD4QALwALAbkCzBqPNH+erAYal+D/+WRFNCL5thkAAVQK/DPbOwvsM5BKwvBj8F/QEPF2YIDGza8svkqgzV4S/fx0IH4cw0iHOsMMGtCsodRZjwYWAmiGfbT7ow2uelQmPxHDk4HYBKZga/DSeSNon+LoBthqFdaCBw1F5fzW8++evoRw8cEAWFfDdhDEMgDr9cHRg1hWieagUwea8GGA6pDlKAAhzkw5zaVFOJUewTsQCTew62IJHvl43Y4ACYQClGLxQiwRrt7qWegQm17iEjSSDw2384LwwG5ReYlNirWgp+5j1AYDkFJKFznz7+qvrnb/1VePpIk5diFkHhi4IIAV13kv0CjtDyFnYexEv0sS3p7gwicuICJ7XgLiawbLORV+b7+H/yYwEG/n9QYYXSbBr/uwJAQ8/cV3D4AY2DQjOKywOC85lAVvxOYMCcMDwTAJQgNYzkjYJbg9kIfPUPrl/8F0AAABOkGboCaBbxEwAEh9h0mIebRwCtoYFcNeNgfrthiKD4rhqg8PxPqO/joJNBEJ42QINxdgh5paPsL44Cj6AMPQ7TqwaAg/FxF4S//CckrAsYABdD8X244EOgzhAWqPxFpGjoBYbiefG7AlgEA5UhAAJAV8YDKkgNyAgbpL5A4VMogOI4ZyBgZgOoyPygaREfUCn/7xkvu+E7gzF3w7FZQf8tlHU+jEcNWA8ZBRVklAauHYpmwEArh1fk5gEvh+Y1oDHC4jw9nBjQHCGG7yAAKj4jV1/8OUA0EQEUEXCi1JwSNuoPxVW6I5BIMJxJ6XxHSGwIO8qU4J5JFg/D7LAd4XotzBpsLEvj4s7yz8NR4Vm8NDh5f43TQpeORnFTBjjos4E4FrRxIB0AjuFYwAiwL8E74/z/v8IMGYPwXQAAACkkGbwCqBZwvOAAMYBGoBTS/Lg4qEBWEVKfj4WJ8cGHxuQSHdGAgCxmzHAMAcIcHvXwBKD9lsfqRWHbd+egC4TNCrzHFn34cjIOA7QAkUtxkhNHsI3E4oGK4XsEMG/GwpQuw3C5s1zL/CtqgCmcHoA3xBj2AlD9aEBOGNBIEHUMb4ejAuPQugw4hFWTy6ATwQV+0fTUQL8K44BQLUPvKOwWhJfaPFl/8L405p0yoqBlBLAkv48D820EA+NvCAJWYGig4IadLfm4U7GebTlA2NaDl/KGAx8EFEcbRjY9O0QGugHHgATSwRlgrAWVd8itLB/yDE7R0HFWDV4WnABDEIEoB832gb7WA3rBvc6BhqGRPhRaoFRzvD2YVjwAGVB5YUoOhHDDAIABg7SDPLqv92EE6VEhoSNBxKb/+EYhdyEOBdTAardVv5yNBMpAJZL2++/D9ARYDw8FfRQBFQZeeKGXbYEHENQQKt6sVNyWx28dL/8P8aaPZgPYMhJ6irgeqSY4cS6FRpzODjI3VjrOwIA+GYZg4t4YDQG0Dpz7BB1ouMYjjdxtBpJJLGpBwHN1IAHpZeteEA0+mgyA/ATXzmPh/VAEHEMsrel1k3BJoGGYJCqHYipfaaedaFYfh2dQgIgdaGRo2WBHUgAHAmgAuJLRiIE8ZWuI4ypB7oLAHsInD7lnEE8Zc5UlsALAw7AApwjBgIInh719icZGDtEBS8R+RqnGloe6AvDMwVDaF2oLOR2CN9jSY//EdTXwVUbWQUGhKwABgK5gAAyopxfBhWlfUlCWCOdE7EUETNGEWsuf8Zw1MxLEJHFsW8ZG6ijBs8TYEPHpqKgQdS3FIhnCwMJrw/iDOScYWMYlfujTxrUADeC6AAAAFSQZvgLoFnDXH8On2Pgh0NYMv+E7HVhx5QACwFPqLK+XhxAQ1QZRPCEwwSCKAedtDYzib/ywzDbYAnghXAR+N4+z0AYeg/B4MoAx4c2hgJATR6+OhwC9FAFT8txu4Pl1+FcdmBA6AipaHlkCAozXhvf4jluzj4g/LmD56QJcLRofB/HRtdvkF8bFI8ED4e4wNH2G4bAEvD/TwGrE6xRAG8IBVsmWC/x3TLTDCfgW+/nDAR0O4nhuYBKwKvmR0AgzD+fFx/HzBhYmzhD4XzgBGQOALQZR919j8fDFAXh+jJTMKs1TRlcErlXPmIhL4ferz2+jSyqDfTEcNQ7di+Z6akWDcNL4Ynta/P+E6E5eJYfQ06dS//jY64+wC3CZyBVYBgjJVrwRngg2gACZjBbJJr//UUUXxU4CQDWYLBtD4FC/DNqLjxyvooaSP4zktIyDTxIF8AAADBQZoAJoCpw5gAJgWgrBb9JxGGBavefHNMAQPJOEgC9AeLRYECzOEJEdiYGABK8CTgsYuyqM4AK4tR6Taoc3vBBwAIetvhZfJlMmEPTF/ngQHTmEg4culrdoRTYI3g39Bx95oYll9otLmjDHCUFbqgUlMBIqey+7r7bWC4AwSW3phgEZ/3oBA5Mg0tX+wfhABY5wgLO8cXRmKCRQi178q2/+QTe76zaBllBSBsvUaW/+Rrbe9eJ6BPKdsWYmc+nz4FSAAAABZBmiAqgKnVKvLGjYatXbJYZ/lu+BUgAAAAREGaQC6AjctUeTkrpCuHNgZhlof6YcQIYebzf+F+G0rywIVYGEw4C98rKBiJlKBfE0XltJPDC+WtBBaAXCX4uj33cCnAAAAAEEGaYC6Ajct2eEeLs9dVApwAAAC9QZqAJoCpw5gAPA6I0U9WEBdiWLnveJNADBoI0gAVkDpYLYILuQIjVuABygaoCTqqLs04AKQ/Br6Ey9veCDgAZXiVmyL17ojQY0rP354GBu3SAaO4yUOkAorkngTQGHYkjueHmy8e0ZBCBH1LKAXiMRKqunL31e/63YBAsMrjTQJx/3oIFbXFhi/2D8IAEoiAgFWaXQJRD4syJva36OP/jJKnqkByeHQ+1SaK++sGevE8eJTlsoO1CG+OfgVIAAAAGEGaoCqAq8NyxDSTQQABgNfsg3Dq2IwKsAAAAEJBmsAugI3LVHrhyxQAKihQrjLnuJ0srtPx9uWvQgpR//AHCaekAkN7t/NjwBiTdRffYzmzB+15Ybi2n1xdHvu4FOAAAAAQQZrgLoCNy3Z4R4uz11UCnAAAAJVBmwAqgKnDmwHAAQXx+CDUp9jVVTrklSCwCj1I+Fxp6eN8ABEBgDCW0N9I5BKzBFe5+AGOj4QWWoKOqmQ4ReD+EGUwhcFsVgXvcW+QXgA4B67dXRJ7g8UbNHa+Wn/JhbMzM7vPDiEhF7ACt+ih9vUDWZhdydC7LDRF8r6M7uBINTIBkZONGAtmtoEVEKr+PjVf/oBVgAAAABRBmyAugI3LVHj+aNo/ri6PfdwKcAAAA0JBm0BqB7w5BHtP0m8AENmSzFF+Eb//eABODyRkFp1oMnki8vBE8s6cAkVuT4TeCDhp0DWiOf/KeRxD3TetoScr9DMUrAEVj7EjlYpwmaynHuAAOuECsuakTC8u/RV+02DAiZHWmpLRcz+cq3DgAMK7Syj/fdJg2GARTPJYo/58K4V8ADidkPOTuyi+Fi/Dfe2wIsxfgwppxNAAGMTFdM2e3yIQA9akzm4Xf1EQQQ+ADYhxtkRCRFQk870MFblsC3fDfN4EIlOZ4rNP0F+ADJmjAAJTwGaDwYrdgzGwGL1+++dBzkYcZHU/UYvX7750Yk4k39rhEO8Am5ECMbucWPfvv0gAPjQ4iJG9JoHt8AtKEBRi8pca+w3/7mAD2OCDjko8JGehH/2ka8nlEBsL/9/iIkhNkIjMnXvzPY+q8GGHzFuUF5EeLOBnZ58GHWhKIhsWyj7ylhPl0OVnZQe+BthREc9/qMQgo7Jpgd4jCI3CEJl7mF1YeywAewDuYoRCaLXvgD1yOMlCQI9o5/fLrPoAtE+MAAQAQETLCgs+gSZH5r9AyxaS//OgCsnGTM344lpQRPpaKFrCPfFH+XA/jPff6n9BZRZRmoQCcRAAiiNA/AY0ZDPlqAdI6hc1E4lvgoTiU6eMHgA+dxhHjv9AA/hHrHQnDHKN7wFBNdnp7wvwAmt5IzV88RMEuFUHvu+wJUYfABJr6/n9/+BXAbIpVkRH96AvCDt/+N8AD8TtxnC2NjK02f5sHcJLBXsYlPBagBcPliGU/nAA+oafpvd/7tY+D4YalNBDVPb3jA3dCPr7fCMaqLalX//JJYgLdidMDi5wfhiZgTIgzyJg1MQfmlk9BqPKvk3jczhnkAnlNgs3LC2yEXMUnUPfTiId4dIP1DQ4fOcFkqwnWj1gvqtsgU3/vG3cwYGvrn60whlD4/NSpUSJIff5DDK9YHnl/+EIV/FAgfnwAqf9yeBC1a8LAfasxGCprintABlArvBgpNZ3eITTCu1ADgaizYTiAGeznA53qIF02iDJUUMs9XACfiqLl0Y6/OiCgBWlYdUV89/gcIjhqCyJKpG64V3VqVVISTP7tf5b5le/N9L/ir6fn9y+BKgAAAChQZtgIoHvNlenAXgg5wgmDAcdDwNBhxF+2iApofKbcXgxeHU5Hiue3w6yysneuHI6XX2/DisvM+HbQckh+A3APKH/gKgLluUX+H4c9PEcL440lPvsoIpYWgihYBgMCidxudLQRQtOsNCwfPrGELR2sZFwfC/HR2PMTLBv//4YMeKsdEuBjY6egiZ4bnERgGfotXypb9+I8toMweWhlXjmBTgAAAMyQZuAWgYn4zByF8AB0N1SYIoSZqSOF/30cF5iRJHrRRSYKBGAGH8t2r3E0oPiSIR3jdPW4s3OGV+OF+Ek4ISNQAorYteXjqIYAXa2EnUXjqIcMBEb4HUUGSthlgMuOx+3oAHocTjaygNSPrhfrB23h2ni5qurqI00OkISvSLeMEFFeUVG5PH9PD/wQPOwCgeYT5eCph+2hO8s/YGpjQyg4KqYFWL8sT2AgOQABrudjQdPKxCXqIZOYAA8AbcDMkGGZB4M3lzP69bt/8gIIAyRhVP/74GwDt90JX9cmZdr+YiBBAAdMQK6C/++FcPeAISYTockewFJOlKPE2DV9nJJJFZxDWn6iKk8DDCKL+8G2Pgf2XAA+OSYeZ15BKVVLXARtWcAPpifm7pf/37HXNv71xQwEAQQAkOFWRg8NiGWV1P/8a3vf+gxnP8kIf9oAj0Nq4ZL8rmKAa/jPxL3PICH3WwfEC4LZKyIfwHfZMdoR28wArAKtsWhY0sJ3GRGGANprcLVf9qE7jIjDAONuJb+1hkIh2MzTaW/J3uKjftoP7vDx2Jl8A1P4EZli8wKfYhDv+8NSAQi5YI5atkXSsF3zyRbcMA2msnMXVFt41P+Olq03wfrtDbzt2f+gSDkvTbRrzi8RwQeAFoUhw1you9vcPNZCxCHEdhgwFYAEHpL7RG8v7zbLVx7FIQmaD6CAEwxIQACMUbAgHSHMg41NIAdgBt79AKzyXRBw0j5ALMAre/eFuCjj8gEK0Ywb575QiOLU+BQYsf2w1DUP8wBAIfBhACKQQEAAjnGAp3HEOKg97QBBJkKQN4OaRog8rHPgrBAaZkGUvcIw9/A0A8GPuAwDRrHmDPWGBjAJeUIIEs48W+LgoQABADT8AAQAQMn5WeYr+2D5FMWKV2EAAdIg5tE3z/f+rr/9QYp9ZEzOYRSS3/RNmqf4Y0MIuyMX//9sccTEQ1A2iqVixM//W0SBXoDYwn3huvn+syMJrTv+X4yeCN/ffy/4Z6zryXYQwoIcv/f8LUBqWxKkLI2Rj/9ERUQWYyMQMOGuTAAPhQsk5Kr1f8MwVCqkEq6DayOe/6gZq6/8F0AAADRQZugege8L4yAMmjDUxqqxBt1sI1GDb8Nr89AvBVRpcVBLeX14d3sRWZYIJXH+Y4hxghGRXC942fLUKASBy/cIh03YCYEU7Hw/LggmuBflw84YCMD6WghukasP+nr4Vwcy2RKrio/w7CXje9pvDTQwtOONInhVntDb9UAxsbSVFuv8Rw5ZDpfgn2B/x91DPwSeP8PdXwTcI2GZnoDbx3irk7CDKa/D3iKY5QUzsqNeMT2sNEhVWaQiGkKmRPJUBoFVK/wQ0mtfFGAb56+H2evgugAAABaQZvAIoHvDmPhdTgNfjgerGfC1g2zjv4SuG/9RwHFCncsOkLQ7FWnhoN9JAikArqermnAWRYTz1sENPivN/+e8eBf1Ym8J2F4ugKM56rjVFd7/hzuHYNw/BdAAAAG10Gb4OgWcL4BL+4L8+RmAK24jAgN/LfXhlb/gvm/xMPZDZtWAPSWiXIaFz8N28jTd+AbGoHxNnLIJb/obCZEZPzjBJL1lCmLaKxe4WvXR6Ds/MUmK7PtLgA1sj1abmiqz4WYALcPORHsVHMmJuWexIgT++FxtB1eHvSY8EMOQACxKgtfCpYveAUioXYAbrFQSqEfeuPY2BEu7nCmA4637AHCC7twHu204AB2BSqC1qMT9/CsQF+cACEU6NqWB1NozAp0QAHh+UyUkoKkx//+wXQDxH7H23BhFyV/n/oCgy2ufP7gis3Evbf6xAkO+AQ8wcorhsK7/A8D29jx+AAvRb0BY4qj/lod5PXH5koHX/bAddeV3Rgzmb7RCZCJtsUVr//Q2Wk0/JxqqX1ga9wLzdfIPTcQo6/PAMLxQLLl1/yoIiWOLMwpf9Sa3wNQzG+AGRHWRbFeAD1qGvCw6sPr2kl1DoI9owBP99QfRUK60WF5jSjAOgAQyFigVuAaS+BbwO/Xz+AkpCvUS2IFt2KQgyDHJwTcmz7gHESWhgiJKToRl//WESzrSi8qjruFhJfXj3E7fgKYIARDWTZNukxzVhHjbFAa2nhHsA94FnKFiRCSIXGIn64gL4AFkUvTsTK8Hdv0Cw95/CBINv9+IGcHGa8Y84/H//AAJQwtVotAw1DjLv6w7cKow2CRiwu4Zk34H02nnTwkaG/wPo2Tzp42Yymdp7oAiGoS4nWNDukzoxtz2iE3wnPcF6oCzXNAQDeCD81/vemTYnyFR2QPSAKVsBwRdpGowXP94eJicZcJFdXWTH/xExkJhbWaholP0un86sYaLM0xZU51ByZctSoveBNh9MArlzTFnXd8YW9J9vH22uAWgAlYVi3KbP3/hG/bJH+3l557q2NS9oRDAZG+AO9qMDPQALMO/iRTRz22gb3tveDr1JH8cEvBzsBOIMAH+imeSZlJHIo4wN3vcwgI0Nq6pShy0Waljv7uGAGR5X228HgA7AkNfbR1PgucJMQCPX97+zbKxEtq/voLnljaVfe0rZKi2v3wAUeV/fv+DbhSkN73/4DzHlgySr+9lXxErv3fwx2NgH62Ts8DeuCHzt+kq/Do2kfXvPDo+xvR+FcscAQgkhVUz8BAVuC5J4WQol/oEUJdocXb64wfkUKfZN8vwBvQSFKj+f+GY2YgUYYSA3/SkAwWIYVlNaA/shZto/F9Z+0H/APgHgAo+dATAksABgOH39YA/jNHoAc8Yqr8dgB9UdaO9yoC/jTDHgeOSx20UPfZdiY30w0vbfC/EFimEaAMTiQAqZtlgEhgKIhElcVVDwsBCDV/QgECs2wTm+3eIcwVCj1bq6AIFdgJ5owI8KAjRbS/MAX6AVEcCTAjQEd3+BIoKxtANATWTFBFluTQSo6YCEACNMRTRWyOjY8J6OnBSCCBhA/dQbATIkj6/uUIWJuzozpP3//AhYKCw0qEuPP+zpALkvDpau4IGfgBC0xCdxosyDnVrBzDpRUqIglu/sI05pAGwQkh+drBwd+/sFUELEN/b1X0Ob79gw//GGG2X9Ykfu310TDKBllVefhINtu3vY7sRxvhAu/gfIFAXFf3kwhETr7fP9ZkwB0UKRfHvwC2++VCDzEAAhoBtaOA1I4aNwvWO+2cht7WBIf8EgBvGDgIBhDmt9cLyf4BMVFJHWlHfyHQBhh3XN64erceAVFeFNDsUj3a8b1VBOTFXzVme+PafBgAWeYhY5WAF0CiwnZSSTNcVduBJysDGxNMW0QRf9Cmr/7A5guWUhgAh5mPxM5XAq8FN7W3ADJbQt+rbRhIzNsGEbw2BMiAFAOuOteApiY+oRbmrvvwBSHq6MZ53MD8D6ua4eJ9WK+sUQADAL9GFAVAJ97SNDHXzDxbb6AunCQCWqAAIBYBseBMTMGv5ZZL2eYaMcWYH4QCcYgPSELIyDSebJQanEpEKW3e6hjYqpkanngivTgxJrN3tFsIQ7/EBEghvpeJhNL7f+AwAqMkCf/nElnMA56w8kIhBOQ/P+ql9OLX3FqX/A6cUHFAAitddff8RMRHO08T7/X/+sGDfV/9//gwb6tv7/+oRhb/gOqaYDvSYDAFpnSk5EydAKgAFQkIJSwmDaGcHl/AwG5qP4mJRnN4TfKwgDALRWgDAAXoAK5HztDFuy2x4Ogh9JIgiEHn+/8eAurkKAnrJV/uDxqgEBNKpAUTBE/vCWkAKDQVP1a5gGh4geKQzwDMqa5gvyfMZw1AAZvJY8hVTGLr0seqgSYevwP8MBI/x9qf/8M7hDK2FWJnc7oCT/HWZdMQKvZl/v8UWuGrRffP/8F0AAABrUGaAFoFnNZQ4nq/D2Mjl6da56tQ8l4Z979SWZ9s4goBQ3LJ89f062v5siNAaoKQrrDPgl4J/AbZqsDiCV4DzUqEz0AtOJkuF4QsDfg/AYbvYBBoP+EzmfA8O35QkYssDV4XwxPataUrEMgMF4JfHyHctbxkleH7QaMpLMUgDNeBwHqwjPEkcHDQG8ycdpPhuQVAxPiOCCGkmtDXgG40DQwMy4PulQAQw4Og2ZkwN7WkUjebHZxkzx4Wq8IJ4KMA+EDM7St47Dwrj81ojVx9jNcAVK2jgaUIIP3z//BhoIYHTzpB3zCVjqX56KC5QdXhepc0iH3LyFwBo0inC3rHhM14NukxdaDw+C+tL1aIgxxbtp5yCghHANzSXgur/wyhnzQnAQjjaqX544MchC4PDw0gWq6K2Er7ObQD9OIVQxK8e60PBeGcMxKfD2vAENfS39oYJQg2DhiCTX8wkYPKUpo74IOUkNgAKPg1ODDdRInwVjCaMeyc3Daa4MoYbAwIx3n9HjxAqrRyL0WK4IuH1qOkH1/9+QMEN9IbxMmsaBsIqLRxnU18+H8PzH4LoAAABltBmiCoFkIhEL8EjbOoJq9l+gCpeO5NEF9vQg/FfkMHe02kCBEkrzYYBGMcmLwDprI+cBIBI8KbrmEYegAelqMcy8iO/gorsfeDnPt4QkzNDgpYv/sGC9K1aM//SDxoj2T88LnByOgv/n4JvboRCOgAgqW3975Sedw8AFeRjREiL74N/ukLPD/DIRC0xN3xvt/82bPM74L0tTrGZOIT26806rEjIIA/LPziLs5c8deALRafPxMOQEu+/1AZZHgawjAtIR4C3oJDj2xyzMgRBEZO94vb/uQD/wBweBPzc4FQhDUKCcbG0MI16M455mfTfY5GM3cZE9o1I/50/iI3IaZdx0aCuDAe43DjpNlN6AE+yCqEwo+uMlPwRguR/BHXaFULl3wzLcb3wqxskY8wTMdnZkpXd4CULTwhKtDrjfs1Y69pIR//+LOMgRjcwPT/2X9IVshCf+vB+Ugwtjf0AIQ5aQc/c4CMFKPc9k/0uQMBVHUKKrsiA+aQA2h2oR/YKLYto9d9J+6QSEfqbEw/0SGLcYiSCIk39/Bv933fGLyPfO3fgxbXoS/b7Uf8Xh4jKbb/peHxEP+Aiz7UUEy0DeO0ZlWv5fgt8Q9Fix33T/uP+EXv6+CEV4ANpMzF2jm69BwvtiXlq94AB5slRjReSL+wZTbMFIidtuCkPwHAALACg4qmA4EUAeH0zQFRKsxrglRtOvqxTDOFmxf2001+4Pjs/fFSMVtAPCX9xGyZAZlApFCup/royV0DjHTBU/PuHshRjsFCbLny/vyemWxXeh4BxR+mJ0rYLf/+YZvqePjMDhJA6EYBEChpX3PD1WHFnr+9QAv8NC1qD+8LSmDjyelHpQjhjgLiQnaQChEUtdCHPfgAFidPQUx1YLfveARCZPAMdWvKAkXorywB88lrygA1Ut5E/5cMB//gAGVwvpVSoQSwByYV0p+8ZvvBzRC/UO32tjeN+3bstHA4cxv2Xew5200jwVLIQxPQPFqykzL/B3ULt4tLNvhJIztrgSH6qJEq9+DoxbWXlar/rr1v8RrBAF+B8hdQvaFUFJW3972zbG9Uqu6gbgL2GFqv4bFr1LYSoOhalD4CbYJ8ckTDuNf7EAD7qAQuX2AYnd37wCU0xLFI5WcVuwnBi+pgWP2+7gTgNsXvmK+T7X/3xIIIHlJR+aKiqsmfZZpEHxsulj+/AbQBlYGitmxpBsuMANawEZnjz/ngW8kRkw+b34Bw5d4Z6WDP/+Ub8MRKk09/fiw5OxjQxeF//mgHV9gr5Ygwz/fa2/MPlH1bVnff/b94Nh4DrW+Qex4nc94bjIYHF8W98C3jYbrnvDcyIhAIDYDWzVoHQqb3I54qQ5TFDzi5oeZb/RURSlYPPEDBsKTvjsBDZFiUgZQ7GAlUouz6L3bqwjZyGaPzJ/PAZCyMWVq6z/+02vSIhqCDeEjsEMYqCw289o5IGWx4B4UI23ibHadzlK/xhMID21Wl4yNgdMa7EjYc/BwPoij1mqPuAWrVTj5kGULLDXYSN2OXAOgG7Ioeo73H7hEPZwFBJjE98pagGInAKO+01Hg/kC9otne1oVap0AlMxtUZQCUDSJ6wJ8jyC5DAGAsnASHHIMWQ/AOzCqQw2DUio34R623p2sGAAaFYggUR3oPMpC58DwVs3Ye5P7BgaF0lLQ61PQKC4kJ5oGGT8iuYMHs8hbdf63h/h4SrwGAfQYfgOGUSYJcawgfYWYInigYGMQPH2hUvHIMxCjWiXN/c/xw2d2DCsJf8MhkFTVR4yF05i9/wYEsGE4iTIwlnn14H+Y7u+b1E9GXs3t7POLm9PJ4CMBaClH793jeSAcYCgQBr6iAACpSAOIjqZDG4DHSMBr6o3mjSfnjgyBi0t+fVo6VVhTwP5QHBla68A2bg6jWwWSxIhaiAyFqoACLHsSg4GNaK1e4DFpBUm8XmceA4CwZBM/limwDQuEUIgBb+/99RZMfrWeCC2RN+eQa8wW35jOF8AVozISx6KoCA+4GO2eAJHuz66vYcEC5ejFRigCKYjDRWYGmsDos+cAMZPgJEi4EZW89DpTG0q3nTQgXufeYQBCFsIUEPFrpB74QHYC7cnBp72bjkYC+P8YK/7Pep3Vw7D/4yEBAagbza5GGYRLftuBBkS5EMdbv8rOsN6GXP/8IhiC6AAAACdUGaQFoFnC/DskrgAJhwYJ0E+aCLUWeG4bwf8FUwZBM/Kdiv1CaYuDyOAgj9R/638MJcb/C1aPzpuULQop62GSBOPKGkONvd/w5GwOCR2gH5DUkhs9eV42g8VwRR4OBxhZ93xsjtgeXWhRSlceJpxuwNXDF0ODeCY67eoQExcHkXNhnMwAv6UClWIJNBqb4c2Dw+xBq7uVzjWxV54MNxEhz/gfg7yI3t98np71H+wuY+P4f8JWA/2gCoErmLDtV/D8M9RtJDQ9PC/jQnbwACGkmFIQCv+HZfHw/hjVkLQG3w1HH8t2b367hnw1cDfGCA9RI4IA4o7DaoIQ0hasBAj6ZEcMUAoYQ9i89ZQ0ggS/hPx+wVQQJ4W04YQ/5ylGlThX4FTurR+e4EIai7SgQftTvhemXQM5RJpbWs45UZ4G/NN985EaO38RW4RsNUWl5DeNylt+CyBK/jhSrcO48oeA0MfmOBWxaLnG8kqsXgWX2ax38CHf86I43G0ODAzoF15WWjiVBe2MwBGPnh6AryWhVFoZ54HWe9bIRuH9hwfNmEH0eOw0y3imw7EVDZoOK8+Hphi0aoTVinvSQpF9EHESSOyW2bU0K3WYvWQVg7NQvwnBAHAPRa8vSpVHh/vRGib4H1HoDvQhTUQYQB76nRVYLFOp5Ad6MfSfPgwJvw/fr+HIrz/gg8bFEigzGGr3/qMEFo1Xzv8Z5oDDrPcBPN48acXxPYxkDNO71eMLSCFCCYzhfGzfeEFMhPL+2NAUDeQdVY+grzjIpjB58LZGh3zPCHX1Xri/wHX8fv/GcNXrI4PbzA09PfSCIz/DOu4ep+cpOy//BdAAAIKkGaYaBZCIgL+AH7udhwegBR0m1HlLJLSg9EVkwmRXOBVF+ErN1lWuYmFYAHLO9YuxV74R4XyvW0alPmH9zbg9DQInjOoEv3Yf9gKCNcP2z8A61Rc379eyL+Jham9hatOIcDjav8sc0yjA3fhzSSaqsFSvU+UELZ/V4XFxdfgB7r1rf308XhJS6/8OYAD6IEScsAWV1xH8ELBC1E5ZdIEkW+xfkJSf8AAn8RWzhDCMLcADENNbJpsHSbY3K/erv/8FegYoUrCDC570n8IIeIz3f/e8TEiAv2wNqOb9rDmRjfgAtpQ1miQp9ZmMmyZ7kjNJ1SK1YxEbCICWYJTHcPoFcP0VPjadf7Q378gAtLB9kSitI/9BoNGYEZi2nNMEDC9OH+zweMJWeEKTj/tLD4W4oHaEj75rTGCejHYc1Atf8AiMgoMadvcBffJpHH70AKV2K9r/73BZshItZwOEJ/7z9d7aIEww/+Td5iRIf2avRVMZu9641+X9NZsMZH//e8KZbfl8BAmqCpnv2QgkqAFDYS/z/D+BrHUAU29w7YXKclX+/zEr7tjAS71L9z6GkHSSVVvX/9vmAaJlzA5YUiXz4mCCARAL0KtVaOfXu1kTdwp6z7o0B14MjgXOLCn+7MPEmIcY6xReT8g2QlgTgFRbvckChNuHtDpM0qwmEiQIh8j/s74LvMKdyB/tqkGbkRExB9AIjlhGYuYc1mJKYIIX4mbaREuHh1GtPY/zEk+M1oXv+xIgP3ZYSCAqK3Z8DSmt2+/plNf16E/7zxieAFmxqQjnb30CQGnEiYVYTlC62/RBs3ifBHqPYwBLY2m6qVd79Ej1PtsGARDcBPMjMIuYXlqR1xq2lNb+8kDiZjhJNDHmiENCT6QS0HqNDzf7nGAnqn5t5+KyqPZt54jhjgCDmtJx4wO2kc9+AD/msC3p0+LFj4al1AFPq/r/9rgMei8oBD1+r/7XhbgEdH6cPqA2uZZoTrrwIsPSldcBIN/Wm3dKXl2zRZKYz+fwYlQZcAaLRHz8+WH2Vka1/x4wXPUbg5bcFiJW37+IgglJHTZowKAA/MCJlQo7zjNfwxbpTEIgG/OABeYrCkENXyBSoF6D4/Uw7sol7YznCvVvVMKpQMDsg6qpME+SBIPa/uFPICVQA31Nja/fAI9+rT4AxY5zb+wCIdlqY3Kd+DqiyE+dgcWXvGyA/PQGOigWqyrHg52dEKlf352fd+9vv3+HEguig4Hz1gWIZQU1D1gFc+cDgNghMsfgdIzlDERdeXGMfpGkAxd6fdJv6BY9fMBEsdQj1XwaPlxAZzrnBBQu/z4QBCCCAAjFURYV4uaiNowGTMAq0m27+kJ8d6MHZ+a41LX4AeDTGCtUcTTwbgZVAAgyYFV2UpwAgAXGeCCpqwOJFIYAUEIhHR77e/nO1P9pDSUnUoAAgAyAEBcj/rzFdqYCqiwCNLaoEI0YJNCvKBeW0GdN+AzcO2Zui5/vr6qhiO0YcN+1zgduQis6P9ggEjetjRoEY/CgQIQXcg4qfkYcOygTT/GAAFACgoime7RDQqjG9mgLBHhC73I8qtxW/g+CWfr0haABRAQz//tZeRxNWVriXhgABQAoKIpnCIwGsGRV5pIACSLWwuKoO9LJgKx9/vaDRVEF5pf16Xb17JvSYFC4TYRCQwp8bknicHfzwLN/6wRkdqg5YeiTuDGAGDwFM0O3/gmS/Xv2cKNDlv6+LEOr/PfzMQd6/gU2K+U/rt86zIOz/3qZRnpVWL384bwAIbX19X//AEMSMaNn3148bOCNqcrCEbGIEMD9QylzzsWNeV48MwAMMCQXdb0d3yj4ODCJ4Ao5C04whjuaPl5AGO3UipZ60UtyRXKd97FLSYBAsiDps21ZskIlIIiwhoZY8xdBlsw0TFmERhY2DY0UiQe7iyN2MgmoBhl4GR0AYQNgldD/7pBDt4WeVe+Aq2yQM5W4u3SjzZj6t78A0QrA1Ih/90gIHbweUMvfLGziIBirRZI/pQbFdyqre/8OQAfGUxo5QODABAySU6wmIKfugJkHFpRdEIkBVa6aNP6mCAExjhFtB/AA8e8pMGUlnngP4Ay2P/NfrcQN/ASDot+B0Lr8bCh853+BhwxqqZMIDY334ogz0Dizt7ryZQqlp3aTIHzubmHz5N7mluhlbTKiVEiSHwYcbJjLN3zI6cG6P9pR/xovjTkb+xK8G6R16o2WeXiYd/hsBalAMGxieDFxF+jf5weAiKJLYcTHtC2+EZXB1nXQM9eQ8jxsLXsWcjeM6IgIvCpBcDI580GqDgfwPcAsfT56rQFbihYIX9f6f2Weg0L0MWFV1//wIAFgK5FjtO4qUg5M4ptD3UANEAODyptTd99v3t7wyJBBrjWzhwKVPP4IQyFtMzClBKKTDmy67IxjHBChgqrvDwACgBQURTDAJwABALAPTABwugvLdbXLcosP7gdItlkz/AigqIlcH1uYM30c9qIH19cHGehtT8ThELxa9Rw7WmJ5LGeiBIo26X4BUE0x0sEgoMTgQnzXvCAfu2/f/CAWoAX5CWBwMaWFKfXCUTkh6j/F5uPUwsl75mAIe/bx071wjQ+9b//xkIQQRqACAKiAdaPBOgqWB/x7/XsQIfK0Il3honBLwkWH1bOBEfkmBa4JFOuI6yR4RgXoAAlKueuWSjBA8jmz/7rhDsCRHwHl58N6/LAwewfXnuFQpeQPEo/fQPiH1A7zF3vzCAZeoSKjGUr/3rywuMiYagSNWr1WPzqRv207K2j4EXfz/XI+Po7/BfAAABvUGagOgWcOW2Ap1llpGblZFHiI0BgLDiRFuuihhgZ4mwOrRUEWreahMF8OY6BBI9YGVeHLmP8EdKh4f+nIngiw1Bmqw2v8bYEG6OOgbtuAUaA4fhNwEuoc5lBcxYdFUCX4x/Zzd4foUQKAVA26084YCNXtBqctJqBr+6Y4j8LywoBQIOQz5gFCwBVwApftHF14XvxMyd4YN68INVX/n/BHGgQ6gpakSODMRz34eQ3BgL/DPDsX2ol9eCLqSP8L0ENGB4YLzGhNABCLF91qabMEAR2xBf8Pah4IWB6WHA84JfozHB4EltF9thPg1VA16DwQUxsa2A1AxIyFs4YtAAC0EKBbbgcwPrCHDhl4zkDDjCb4LKByACHFJ4w8RgEyeTVoSSIbRWia8zgI42PBE0CiNE9UCRJaeQMrgqnIwsAeCwNQC2P0MadASuFy8AfgkkEBCNinZAVVYDzuZeLqQKBVgCNAlBKCD/w1Yi0w+hkOIxoYo+///giw+gAzoC/e8g0DuxxPBPwMcM3yodQcdKDr4m1fiYZQwHQoP/jOC/jDoGCUwJ8bHe4j4+Dr/wz1XwqmGc1/4zkhyDKq0z4L4AAAfkQZqhoFkMwv40boR58vSh0x1BkPrgCIrf8Mj7CMOwALdVGOyIhf3gf1SxP3f73fyzRxr1EqJEkYYDJEQa+dTJjMoZF9tVcITuiiz3YDgGgxKsaRt88DpIKRmBCPQ+WdDFxWkTYAbtS9vrmiM4CfQcPfhkQH4AoKP/KGLZLnnsmLJb0sw698dKJt8GrlflEJKRd0z+YSiAIezm0Pp/KEmu/HwADzaCqNDfR4hVkGy9+ONyE3//8AEF6rfRhAIhuaPQopYoWCuoQ8E7vQhMiw/VeABuUt2dS45G8SHFAAiP1X9f//4AMYolMNSMS8AZ9/R28AEF6rfR42BMW2MSCj8JHfuAu6a2TI2AaPLeIvc1VmP+1ETYaSOD0997+RssQLLK3Hgcod/JkRXfm6YVORw25B8PWf/oOnBjH/XDkPpxIEXg3UifGqH+GF+CmaAH01k9ov2+6BLraw0gV17krScAPbE8O2RT72+0t8qrWPVBOmePIlJN/3h+CX2YdVq2tdSmcu1WalkP1AgoDamXs78P71gQQ39YUAMazDjIn3/iPexf/0SYYBxod2fEwQQALny1DR+39//EcJ9qF8Q00Pc/+DwEhUnIePZA74jnVQjP79CZiFLDQ2Bha/AMwhNB3nML3oUzwEGiQz8WpBuC2Qrhh13+wWWMHbgUshIdeusdAQYpYF7E1qQ/MdgYRmhpmGcyDc+Gk8AGUInpvn63/wD4/M/ntgNYakkcDrhB7iQ/wnFCF8tLUln/vnRTVuz/+0CVqPtv8oUb978UpBZiRmY9/AA6WfvLAM4JbIdCmDFr9hHu081SR8+FW+x0oI8gp3iMSN8Aq1PfACM3oD05WOpuJETPnHmQcMAK1M9J5ABtZtXFO/9glO4vAYqJ0a3MUPWHrymEbugarYCm1W9LOyPJTNkTcQO58ssARC0k/4SaEmpRfKPuEACVHUzOj64nwb4lf9wROEn2qc84AH1mOxsQ//v4xeha+WMn7YQEDYQU9g1OU5ngxiAYVDFY9AWKrkgLDa/32lU+PegFNTheaZrWn7dZ9l/ruTT4LVAGz+gzrM4Ge0jD/fkzbzN9g1yvWf/iIIIAuPtor8DoAp2Ca8zzhXfrIOFlNm0CGpVtYAcC7A6w5QrsByHGcUpn+LSPFCd5B5ytpG49YrxqhQOC4AUH+47g7lkAChOIngQAJhFhNdMAEH6Wzsn0K22wACYeoC+3xaf4ADE8vdq6WqZYsW7nYII3saHBtKMzzf/Kq2dBudz/+DD/3lojGwKA7YNPhMkAAIA4AIABVzsA2A0sAgfsBJ38woAAIzAFAmgCiaBAACwKgcAAgKqH4sAGEDToAcWvYAE/9xkJNjVPBADZWJKhDrYBWfmCACiCD8ADaJjWoZClIgnAcl4GDZOD6AA+MRnalKYLoQ4RflBysCf1l4l/fsAkxLGBWmLuHntCMPLUF2xIxyZVbY6WXQwIYKY+/dSayGOcrfCWBmNuQntPhN56qKKtafwHIdZ8Ieu+fafCSeW+tsCAEQ/AAmNPyHQgXnuYD1lUIdqQwVgCha34MjCIZoBSlAaVb9gFzzNAhYQL6S0bvIDbWfgPRwHl2m66RiG31FKoJuNN7/erRkg2qmchXDtcOQa+kAWHze94aHkGg0QCJt1NU+nPuK2d/FWTZZ4Bgs6RmfS0fYWv324qojYs8cN4CX1oOr+BjkufAYVHWRn15KTUhMxthAIDZiAAQbscs54MHr4CDdSxd54Nr5one9VoXjkaNX9hJL8wdOKt+KNrw3trO2BtbTf+T8G2Zt7/55n5fA6zCTMYmKTdqqP0k5O3vr6lAxBgkyLzVntSTp277G0B8IjYY1TmvPMLcRO34AKyZiO2UZbgH0cCT/QBek2PoBECV1H51KHP3KBA0F2f9xwd3x4OSKy6f8EATuYA54UgFyva7DAvFME9FTvmkMWDQ9+AD3Cv3nWDYIQLA2BIGUTNv4PilK4w3BARaRm2DhMLvq50aZGNJ4gE0XvH+YTJA0D2UsoEHoHPgAEGEQ4ybs++7iwoVwhyXbUO9ATiryRwfodZwZEEYXQHtAr97E4GTCWCdGzfV/2YYIwDKigaCPz+goyWpQHsJfIgwMAww4ABbhzWFcqq3jDjtFT67ji4tAHR0q3pa5CToJxNKyaYNf/yj6QX4l56kjLGNP3K5T+hJUNxwEBxIQCtDA3Y1GaTJIxwadu9AXTVwNhxE1Wl/3KFCMwyWjLMbvtK2ZCTncjO/1rHTlgHArswPk/UJBhso4cJzifTBIugSFyDNZPhmQOq2HB2/xmsm4ZkDlWMWh2/8Iw71JIgBjHDtbSJiOtCZFwI4gIKKFfB3b0SKk7sEaesFk03OmIgq19vezM2GXuL61pDD2gK8Vy9pWocpJxQfOU6z/CkiCJESIbIK1+irQMrHrX085OJDagAtH1p6peGLgOouXmuDcAaJCytccbii5ai5Yd9iAZAbfvHBuNQWABMAAICNbwPGCIUVBmfCAAEQkQL6oACcyeQaJ2AmskFHcoAW8cCzn8/FQgCkbxo3QeNlTFdk3CANz+Ml0dAL2olUAV4uyDFO01ANEgxNh6r1gyCyHpc7z/aVPx3Tf3mudWqzAHYcvpcPfbYeF9hEaRAJup/nxvCuBTPNhglFjG7+/wrZDI9VA2i+/VzGRk26/A/IkBl86zF8aH9R+Sg/Y4L4AAAAblBmsDoFnPXhb3+HY64FcGhQOWg/R8OzfqBJfdOWpu8ZCpAkMD9/BDhtBkqCoJ1dQGorh6bQwhzhAQVAG/pD4+w8unyzUA9IEChHxnWAawGV/eQVgOB8FdAK4AIahSHHWDDsaKOm5z4XoY0CKHZYegAAuNwBDshAfNqq/OCAJRNYDZ4mhQbg6eRW09wCvxPBBOTJJjwj43hYB6AuCMBx0AS8IAqVGlCBhusPFwrhJuGXBj4ZhG4sJ1AJ1A41TxPrFfAE+f/ggslQsRgJSwAzNUNosy8MC+ieDLcGA9nNjzWFOCBYNFCK+GOUMh+/TqgXHj/R3uAZgg//C/CRw/fqgg8Np4OQyIhNgS8pwphI0wmOZQRD+LhiH4mrg8R0mgtLFLfEcFMYKnWAB1YZmAVoY1awtILnHPgkwzFc9A3fGySSwRsfJWUBhxgB9NBpe8hzPACZYE0mBBUHraE9VsK9Sgin6KL0L46F1gWXCsgiyhlKagC018aCuPhpnygv4WsBDQSNAD5pi38gDXl318bBwd9IW43MGBl7Apo8HHmBBjpd6hATKIAmB3L8zEa1G8M68OB6jogKhF/4L4AAAhAQZrhoFh/iYdgAfq+9BOUj9vB4SccXqyBmAcV5vVOzYVBbo2UeW/6BfNENRB0p7/0ObUcB9OYf5ghwzcZ+tzkOtAA/7iu2v7vPHxuFrFFnngAtTWH4sSPeHKQpMj/sR0zjXqg/D+T+RtR5E5MCifEKyDqahjtgpH9cNE6Gse+uCY/OcpnwGx4Kqb+FeQzPAceQlt7/HbcnfiAiG+AB6fJRswKFY9fwTN3z4mJCBvGc/GwD78aLMd7A/lEPNyiK+Ai2kcjQ/UByX0ItfI3T4K/5KGY/P37wUmWN2uVgYzb67a1GWcLmdzvgI9wBEoI4NT6dugA5CucXCE9ti8RXzcCOQHrceFZCMko2iX4GAQwkoYHDFAP+T9Z9Qi56AwgL2JUJ176KKiMNSrwHaoaSSLPhCt6AwgJbG5Dde+qoSRCo7qbEw/AA7LPVaGrfvnG1KwM2sYrltEUzrO3PlY1p7YNPu5uAlGUZAJP+4MBBLowU7cfueDsxWkV0UfOm2eb6nwzmgXM/5NVnGGAYyHxefDIkEGADGRxixlb+QSBzFfDaV6XnwOwvYTi+6uAnSgRXkWHGzJBxjNliUFu/WD8SEDdpWniX7wOIIgYIFY678WJHIwIAfw+fV9epNwIS2HvrtMdmonAi0yuc+9RpCiDqIm3wAmntKZ/kAPHbMSWuWr2HZumiIBKf9wQBbX0DUL61lrn3vn1geur8+/s97t4fgB9Iou2HExAQG8AJmQqUpmKu0BvnZcC1Kr/gEKNMB4EgdO2tGine/9zb9HRQYGxm6QAgJRNhL9JQBSi221GCJsEp5q5YBY/ntxkqKST4MAFLD7NYcoh76wP7GRlU4w43mAenK8IEUYQl/DsDLwBaVmkN7md4aSA+hEujl/P9aTOoi2H5H4AQqY9UR7m35aQ+IDUgRrdCnVRz2CG8zJeddvnEDdYDQsyIPgwNvcaDIrJT/8DkmzgBEIM/z2cQTjFpx288JDvDIU9NOpmcA3vXrebM9gTjUf+rBsKYpWS7+0DXuGQSgUVkpxa/RHv7+0zHu2bELUxSCfd48sczXfkiotSyN/vh/XamKRJoOrfLiRghCIe8AIP5rTz+AD6OErKo8DvYBHiGkAuwb/MCEjgBYoUsw8lf7xjZW7IeloaLo8aEAmVPAF3e1K3lueATiQWr22qW90lQ2YQDI3MJSunITHYYhykB1THIAwAWb1f+auWQABvy4ABFJ/amGSG4WSUHPdMGgePpxbYeh+JAAVwNTiH2ErsP7d10ziCywxHNKd5gsqhTgu/40AAQBgJlpyVAECaBrfPSDWGkYDieb7w5mB04qz+bw0DCgQIvMBkE48pAX02H5HojAwuRv9NkeNr1amA/EZ1934kkJo86uh/9mxKuBoKkVW5FOEcwQAQQx4AEEmkNOpFZ374/Kfa4EPMMvYgAAgEQoAX3hWwD/8DO/cA/QQESTMbZYIAQhvgSHsb4mDJBEXtuC+t18vLoVv/tL88/C+AwcjPIJcTPJW6csuFdyvSYMa5+EA7PdMwm0m5spv+Aq5Cb8dCa9VhSWGYzgc/vzaOl9jG6Cv/5j/N7H1dxr2edC3xCdg5B2BJYApINXdL98ddv4ELA1nIpIPrpV/akqkhVdO4YQfB1SumDs8iUD7pL79WSVJBWrkDAm2B0p/rB4gIAggB6zEPOIPgEOG/YgAAuAAIBwA9kBkrJ7ma0ACAH3rVB5SoFJaLLUAHoZp0rx0UQs7EC7gKKx9ZRtCuAKSgkaQB2FNkDWXQ0FwCwUNndszHjAAQ4lNMCAAKhBLQYi7DAIgFBWGtaWkg6AHHRN56RD6LeZA38+DANLtg8vdg3SgUktAw+lt77DeADxgAYA4feF26PMU4E34BqAj/HDjhGq98pMchTi+DwIPE+8xw5g4f+chncAlLtiZRSOcPeIZ3AwNzR0ZgAQBqpF/AEaXYQdKgo/dSwrDQvOAB179vx9vZtjCGdwHDs7gQAuhAIEwRtbYdZvn+6eDTmjGBgWdzoLgYO73UaEn8eFE0ukkFz+CDhmN+Jw3wssBJniVmfdMndoxVRrWA5DLrwI0FNl/25tI8QG0CGbrn5/0AAN4H6gHtAi7/ODl5nIPaLDFiofoLWdkHEIdf8foBCZMTo0Yhhr7mBMuey4RhEP0h9uYMJJkEkYQETb//ARYciy/LZBuMX91AJd2zfcrO0Dmfdctdt+jT3fXCIEAO8eYO1hTKAoS+P1vrDLLEJq8mkMbIT38FiGD3DbH1sAkAokAm/W+BMSUBIUHYpQNL58ICdlAUBdxNfkNAblAoTdmvP8GlBiFhu3QG81VY2F6Itn+JFm4A3O+Ua+zwnRCmzxMIBEbgmzyMD5iAz/5BRaD6GpXRzSOMgagChN7JBZCVBYcTTiDeU7vJaBvS5wABAQAX8YAAgUJZTIFEeUDCTIlJ/+h5Y0uyx7mKrKkoDB0Jln7TPeM6qLu2loCtIzSNOZANrIUfLwDxkCFOG2feaMgAILN7BUW9tQ3WZnyf9dEKnatJa9h7z+fYkWRtfzsIBELbIHorgLcKDsOoBw3Ocoq7PSReSoYJN/dA2h+SWeG7nLCI/rnqyWO2q94xWnsWf/5+LxI3RARqJBTkBTAmvVw08dAISDnagOAriCVOj4r2c0gmIa1yLUZxwvvBAAgvKZ6JvsGJZohABskBuWYCwNpUIQPu2Z++oYS0SpVhJa99lhy2uAUmACPN36W5jF3S2sfDI6csLgangAcFiRbZeeRChXLuJyXASOl/PHuSbjhCMiIV3F/OshcaIy1r+xiaIsF5jTj3X6/f7f9uIsjOfXn//gvgAAABzEGbAOgW8KzI0BmGKB3YyLFg59gN88vyaQWQf4ThJwfUOgnWwAjAzdKL56/w4z342GEVjriGx45u5NTD5CHGxWp4N8vJCuM/UfFntqQWYDOXeZSps8FUiMyJaYaO8fCDbQQBLtpz4RwnwC95Q0HYMFRQOPIBIoFIpBNRP/ifDqLw9dwa2/xPBBGQ1MDHjjzaGNCgHWGkV+UtmUV/42YYqjpNIUC/9mLtU/rwGD0C6B30/K4MCsGGsFuhX2QgYtquu5Yn+HvDqCcWOgYEeNji0Gv+UQYf5/G3BWhIDIpQGYuNp0LMDOMShOHBp9vKmDDaL8I/NMCaA2Q2LgkCo2IGnX2P8MeEHGVvQGPFkurBqIL4vx/z1/h1Kvz8VjB68PJdv+NqQe2HYCWDgDqC+30MVsV1YASbuCm/5FGo4C0pHk0MD/4L40E3j2BSXi0DahKICuDwM8yMqAfHxnxkAOcE+PmKKJ31YYDCaC/w7D8E2XCLwCeY8MQUPQGtBX5jHRor/E8KYaRNGFAZcYFCjgAqQWwFKaCK8AEYRfqAATr4WnQsJEncecE24IBuTtv8Zw7qUdxbXDzMbebkQDgBUJOE6goQWpPG90yFwvFeC+AAAAjTQZshIFsTDuADt7sst6YImZQfSK8NlNHEtf7wXaloXL3271xpntDA50I9SwMBwY2FAdb/epxQ3DtIheiOYSDDtAlE/0A/VGa9+fhGH5V2hz4/KWHpGPAH+BR5MPTIR2GKfOJic0lz2YYX0g9Z+Cj70sCjo+LriPxMSCAMeAGYpj6Jx9ADu9GZB/3QGo+N/AIhTv/70029Mhf+/lWzAlyb+WHZxQGMtcm182Ih/ekcek4eY+DBjX/MHiPZMrvyZx4AYFJEDn50WLOCQyfyqgldYEelY5/s8QoglQ42z7DH4gUEZyCjbPoWxMbh/3ygDYMzNcBgVtu3pv+PVcsPVOW8DgxFwaesBYH8Q9iWGYwVWK+EKHQSfvhQ6kk8tgKb30f30/wB2aQfPkfEApBB4AqxOZL2gYTGsSoq378E/NSAAMEJ4Am4CCmxpLSBkPF6DbIHzSF5jLFkGiWCpZ6qyDXid/ScGRTIQjZMberJQSPL+4CZixdaLh/Wu7ZvFCfv7EgxC0AAqJg6TCnSWPyomRA1UKCV23gjjkC9oinKbw4gk8Uzrwe2OSVCJdz73oVV4DxPErmD97IXNw5N4jBQbwV6Z42ABz760jyJBtEkN6O6wLKxaOmcQ5MNNi3ekTjsB+AEEXws7oJpwiVeWewpMAGR+CxSkPzABx4LFdiai+gwOvMBTc1ltcGA7XMDj9xI9BAIpSAWOIAGBCLYIALuu3r/SYNNYXrlP/gIwABLf0C2pHtgB2OvTNp8bDEv5wdStynq8w/gAkVaA+uV+3jfD/wAzmJxBzzYbM6gRm7e+1AYyn0yWgYbgf60auCOnR/R1YtZ5qAA2mSmEFC4sINbJe1CJHj6TyByIfiE4UTZmQe05t75LVT26xXfFfwUU47wWUmQ4oCgBArKJYLSghdeBAv/96DGObAD45XJZ4FExziPlS7RAgzy5Q7MOkoDLvoNF8gGC2D2Od2xMFD/mKDIzp4QCUst9090M7EGthBNoPgAPdgsIs2UkPB6g/A4FYgAiQGVr5R/gyivTgI3/6yqFL5gYROynd5LUhYeyNqYjFLE4gPVlmJDIIcfX/2zw753nwgTAs2mHv8SHpgH2q62tFqsULpUIO0D1EkBlOwIv8fJn5tTXXgkQGZtDXtn1vx9V4D/gAccKyzCkkDG7/wYbmGGoxbGFLmkyqeP3axhHlbMEDeYLT9qKilPD6/1pcPfq2GI2GAFkHVw+MI1D73gANfURAYWXHG/UItWBAACACBbh/m1wmpUBZJIIv4HexYpWI+r2OQ4yAAxCKcE+p777PgGD9ziyUdCBgfvZ1Y5w8kpaLQ9UEuqNA8X+/WwV7lAEyaEScsClusLSyjwefeMCqnABg7QcdFNqAQAoGoMWlCdQIevX3sGUTN9fyYB/PMb3w4BSfExwXGZNpU3QDnodS4P+4F7ZVUSXdcRDsP7A4Mx5xvXuurbNqYFtGi0Hbn/rbgtJWaSAzvEX2HgPYiRS+KYw/v0ky1h08Ee7WcZBAaJS15qr0QJkCMXvrCXtnfDTPfK/df/w4oACINOUwiquqYGyKgoJU8ahgA52UIA5YcIplxkBB7gVAIsXBjOY8FH3f/4gCdAcAAhRgOJFLGblVh/BANhS7OD63B/3B/h1wAiAAh2tSGnwQvVMGSoK/v4IWvIAQxQdGIwIXQB6CYoKItPKNOCoxdmGgAFvEjHUYzHF0hMAI5q/Y1AAg8DI6lgC9AAKsqgUCaWgAF8rmhW88UjIJY8m/5+P02xRmMqFnA4Iz/QSbAghHw3gEtON1XADWjcbfNVwkLP+AHs4jhrVcANSQ1jt8/S0Exc/gwCIf/Be4gi4/II/f5+nPGBYQ+U8B2aAgLWTifu2BCIV//Swk9oFBVDKs4ujAz+oBJcQABt6mjSG3Uis6h9dlkYwpNPGt/gwhHmCBKjfGqm2NG+Mhs+H9k2Y0b4nejqEcL4EnPIr0CDpUQBMAA9iay+CtIDCp/62xS4T9JBomb7YwgXrgAIAsO1mZYgigWUFid/CON2AAQBovyyxK4H9sKIADz+eAkAAqCASAAjQ8aCiuWnyOoM7RaRh7Qp1WnydBfeh6G30YLAzxwauW37fcf+tvfsxAn3oQQhpMHET57ZPEssEcWYAc//Xkohg8xKf5fr66v3vLtwYYAeizlYmesOFuQYGPSkczSHPSGCLN/trKEjVQlnvBn/3nRRgACALeALZ7RgHYrDX0gBl789YG5OwAEDHfvwo3gFTqbkwOc+94+K5LHzmANjN7wODyywO95GaA5VTtA8WnsyR/fziGx4Wopu9Ax6pkc1w7HsfyFvW4//nf4VgDlxzFVTucIy5poBABVIWAD++nMVpHKzj7SDT9SngDECuAvv0kUJ3KAB0gfXNT2fhu6uPgxAsgOBpBh3af/aVp4pOx+EQbuZG/6Vp4UnY/8M4ZHqCg+ZtflNmHacoqUj7/ACAGQVbP8ClTz/iON8AHehECtUIVXzwI7sRAilCALu/XB1g0xRYLCJ8/YcnmwQaCTQAEvx3329nttBRHGA8lDAwLm3ABaKU+chi1/VuBUQ8In0AAP9/eSKJDvrg6xy4f1p0YSlE1S0mm9mDHtB0JsAD++oew1OPa2rMCABUUMCAeUDAi+0w2R9UGMbAM1KzAH+zwbPAK9AdUROO0ETYTdga0iTvBL5hAIDbOHuEerpoTAxYzGPnq0LEl5WMwS8gZwhcYY08C21kE74UhfvYzSyCKVVtNbvo6vJZd7n47Nt++riYEkUFIflfhjAIaVAKInFCF4QCpnPHGUEiCXlICaFySgH5AqUtU+eDr4CO1M2MNS8Nkyi3hOJe/0MXvuJBeiCvgvzKS0m0xZTniUlZLzjmJ/nfPxPCvwJux0ZGOUH5C+/f282Gt4vrSlB/A2QAQ53DzKakCP8IGJ6X/wQQ7AqsUYbBxRZK1v0GqpBwhX1/A/DxRJWxeW4dacZ8JAC/z4sZ4IvgiFHhGwpMNvvhURAW4e2cMp/L73HyFRPr/O+fgtgAAADK0GbQKgW8O4R8N6Am4Dxq57KjTbUgB7Eg3tReH3Im4KVQGp/kfH546HAvrf4eo0VEoAC0UTrILgeR3/3vbCd0/nUESToluGsHCA4bTnC+GPGw4Bjg7Vs0vAA0Zwx2CG2dPsN8p6TxtymAJH40QVgaDpUsyuH4NDlWDb8w3kbx7qyDNIwZZvgwog9/V/m6A/uYTcO2hi4XdmP2U5I2h3vftjjh1t5oz8EvhibOHa/iroDkIIRO9poYHoZhMP7DwybfC1AUdfSJO6We4FqW0kJVd3QOxUiWoxHPX+Od42CPZfpi7wN4ghPDrrfhlN+Gw/5HwCw4iWTb7uHTipd8oXEkVzAOmrhU9RIxwzOjPx1s2FlQQ6F7eXh2wd8lMIN/uR9MjUQGhw7+YVK3KHZGirsRpvrX4R/RmuLroLwSeMx0XwxfTQNjMEkDaGA4TC7tf+DCPgi/QPJBx6BOl8Rz1hIx15qx5/GxG3Af3N3Gtg8Y9I0YWDvsyPwINVn/44DwMtudxgDXE8MDjIqsIGoMKid436sNAoMwwlxF+Fd3EsGhgwPq8ceCTtKY+BjTZfUrU42n+vgNCFL0oDUkvdeUnQSCH0OxirEib5waDPh2kcvupumjAjXRmOGP1Ys2CVbC/pg/57WxTU8dTdXkb03rnbHSj8EsbfLZ5R65oZ0UHxnh++xGhNrBUtYGwR/oDYSsEtIhXHh5wn4W8bSum4b+1ogVvNdwTOcfGiRn4rpwSvsdgzatCOF8TvYG12BlDmdUhDbZv4jeBlBs4O6M4cJS/3DiED+N99NHvUpvD2gPXhwK5k0Qxx5kKkBF6ZwwW3/6uJ1+FYZbYVJXpGhoIAp0KvOKE7BuT8bGZe8f9zR3L67iWeI43w2v6m2BO/ODwaLD5nnAgyNtd+HAACYWr38P+i4+YcAVfiuK8FWoR6GpmxJ3ha2nzRGbQsBJoae9BzxtsmEGATlYwhNYRwYZ4XCfF2mQAEzHgLa0FsQQjN3Bfj92QvBAqJltFY+ZSU6ndqM4VmjMbP+h99jn+QUOIY+BqbX//CtMhmyRfZWAcb8CvgOG3Pfte+c+O9HrXx/wXwAAAlHQZtigWwyIDuABxuJfHhI/5BsWYmncLJ/MEkfsDoanvnwLsnqQAgJPe9P2iIiHwmDHTclPDm4RM4PN4fLo5OgEevvfpF7uFQ2p54AhSfpXv0Jim+vhAAHWHz8MiQ9Cf3QGgPLc/pDMwKeQNGBLiRpgZ8/4PKlUKmQXpQofw5OiOCKHVC9IBv7lb/7WRRCOLiIY8AH90+KN39xQMk0eZZsw6f8eZRYIWti4svG/BGLZI4067jeWoZNAEDbrkze7Pf16gOTwBKHvhJeHHyUEcJizOB9A1tHyiFcf9kCIb+YqHGeqWARFYFlOcK0KX8xkQokwMNdDuQRnuNX+hoAdXvpA/M47gCUnNad/oiNAClLP0lLjH+1sTG8A4xyuYBu9qL9wAhokZ4BsJpIl2jfXIvwOGMOi22zufPSen46CriMmwFgGuCglzEeERhPCM3r7vjMWeJtIXNuaGogBgf+2zDsoiRIHlQyHRefCMMRKspyLaGjI3CgRW9G2/X/AAtNEOxxyKpRv9wcCJ+l+gz/NWHFT4uMKxr/5zwslB8ivDQmAcaamI8mEQQhbgBdj8EQ9agcBvehxBaSjh8Ir4mAZwgPds2gIaywPlliA5ZTndAIcX+yolsfxP0HTwBtmuWKn8EEhJiIXPEQhDmCPY9ygLugIQTO9Yx4DSZkXf8A0MV0X8/EggGwAoAoTnucI8VFmHGIgJol/d1A/8jFPKr8bET+tR+ABpW/lNqUUtgZyqIYv3vNCAAIAgBjgAwcSfgeXAEPrnPUohTxQdYiXntMM/Mzc3SjqzDrrkEJyCBfIAXeOXtUe3V9EsV52QL0Yf9DpnsWc88AfNhzrSSk9C+CuvOxCbJQ/4LUTHFIjnp8MQt//AB9W/PRKoBFIqClrsVVPsjtHuSCwTnPzB0WdWPHU9t1M+4t58KtD6v53n4QCI3wSPdvgHUjkB1BFcGOmyTX+VWfDxMblF1b8cnbmT8/0p/+be5RAap5hAQNg00PQqEdr6zmQlUZRjiD5ykX7mnmhvAmFfh7z9Iz0wExKIg99+1Mc6JndwIkFdfkWQPm+KK/b4xx+rzIJnQTxQAMM9K/BgW6y3gHsSM0JY+5OB5oH8pSlJP1vZjfvaDBFoGIwAsoAFNj4wMAwhQHYDBWoJHLf8U7Ci+wi04spAYrfgK0+yjf3UnVIBUpCkPEtPKHMwCtoT8wiIDPSER4lsBlWK2+7779vb12zH1SYI4/7YNf+/u2ORP/zw4iCAMBqAM1o0u/t9cE4xaU/P9aJzfIfvb4kQDDhVswr+QVr/fVG3NvIES+9/wAUychrMY5oh1Tp2c8rZczF/QPwRm2uPC8cVLcH4aWs4RGwUyGwmktIY83aCctrSiU1TwPAcULIQ9RgF5fsQH/TqCl+JIFDp2mS90lYMF9nF79EAgxTXBIDFtARD2iIG739+1YrKiBc3gYEr2BqncFSDRWOWEoPZI4o5dqhjEPKmKCtVdudLefYOaD0czeIAtveEAASQLgQoBcHSNBLJxreXz8myiqjNGFhBEI43jmjwGFd24IwB86rOT0GNtqZv00iQRkQ38QFngG3TiBsAFMZxKkkoTpK++QcAFcwBlNNLgFGkiWFLNswv/eiVsCt/EvbyL+3UEvL9I3/vVArkbl7i49NJPjq5QySXsGkpEko7sg8R0HUH5GUgJM+PL+PbD8P8466A99P9Awh5tggjcOWG4SkEhy9AvKNxgAGYYpq7U+2AunFPG8foh4MpjGPeYGgQ5VyNYLUHWPX/4H/ADIvl63bQ0QGDVNj2ME7DScCQTVpC2opJkX3y1SABz8hRfU+IwuoYjrQpkCx2zMhzAAaAAIDUQAA+iKVrSbIEohD/g5jxk46UKT4FlUcW4uwEcW+uxyi2QiMA51iVkD9oU0N/9gJZIhwb9ZnAQq+yy9FUCWu2BPBLz/2mOK9CNngtBhF8IAkQYADRPAFatJsz8gtjsX8Lb4ArVkmzH6QL5Y9SdYutCb//gMS1GWxdFD8RECQQYIkagoW8Fo3sAFjUo/K99T1mk+9tACxgTCky4onIebDKQAAwBq35aloKgcOsmKn2/8+phnVCYVvK2QDAAUTHo+RLlY0wEAnCS94/CBMEAMJQwWpA6pHrvwAcWJlLngqL0JIZLE0su/AHHJMeeDr6JCQ59wQDc8YoxoP1tM1tUO9/31sQ2XwSTjNgp/4oQvDE/UFx3Uw9FkCqlDhZdt+HHSbUeDENc0Oa0IO+q0uwEORcEq4suoe5YU2QCYhMUABQBL+GFbTMd9keBd8AHUWq2EK/vx7A0q1gN1oMH5Au4pKcneejGKReOA8tL3bOPiX6eS+Ia9rPzg5470zv4YC0X0gi63z1RlySSae8Oodfp/qBACA2BOLyUL6AIoMJMfv3Y0lIpFAt4TAARIoHfvJAAywoVLAOFf+YMC41JOgUizQ4r/AMitkDfc6BTYI7/rXoBRaA4KoXPsAOF7Ko0zVFgICuDppbAIAM7QAGv1+Dbx378t2geohoXx8/Uo9VYBgAFkD7YPwUABAeAEFHHXmsRzI8eMf3hW/PHMqcbCw6eWsaVGJRxPBtu/bBf/zyHIVwwQQtwYaMInNKYMEWpv00nhwoEpGgkD/z7eNTrx1tWu+/4VJBEiIIj7Cy/4zMT2BPF4cRCAKBuDzoPmtKJL+AAmLlllohh4S9/+gCcxAEpZwgy9xmMW8pGYqxhZS02Na68ICMY4D/Xs6vVQtdoyDZhnBESjYwfzzz362EF5Q5t94Dlcd/aMKVATvEKb/WWgBbMFE8EIQ95ZK8vREDAIKtpEGWewTA34Vt55BQpfgw4YABH4DAG4awZSte0fhSuL8N/AIp4caZzq6Nr/Iql+ozhsw+V+PgEEGVGPrwv943jexupQ+pas9WhImTObnwYO9o8AbOXfb8oHvIIRGlpf/Ui+iJBNT6jBktBSZ1bndAYAPpzGIhJpC99f1oIZzilH58CGS8JS0jiPLQVg0rXG1bV39NgoSH5/ezEO05Q94pVXGnhwIflS9aIGpelyu8OoJBlLPaGOMwiGYwc0SOAZTuUAj3EF/v76xXsfmv/Rcv4P+IBCFt6TuGzAbPQAY+/9AMasQSUJ8/n1l6CUhtTVwBeY9cisilj/YPlgZwsiecNM+D8UpKjo7Xv/27ppB8vCHPzPwXwAAAKjQZuAqBbw7jpjeiBNos/6AmBDYK3Hx4pDQuB/D0JuMiejx110uNJhoYCvrxNpm97BcXw5wj4c5Qz5McN6rQpqmKuK+N1gGtoQUCLF3gpmPDqaCAO1KA6EMB3Dl8/gQPgGCD59uFoPA4mfje2MgT4wJCeglRJ8TDjUtYSYn2QS9aCSwJs7B3wUQIW8C/bP0BBDtojYDtARtw/oMPC3QyGJg4L9M5I9iBfD8ND00O/xHBF5uYnDxsbGVQdK/UK+zd+OHSkDSgFPChqQeCHV1bS7i3l6GB1gypvnZOgMPIQKfhO4f56hfwR6MOTg4DnHhyeYyWfWjjG/8bGh92Ib/U8Iqw05QcVYAA9tGGPDMxzNBDK2QfMCcatGT+AdjQmfDNUCSnQSRPBQngBQnZ+J/Tot3/EcNRobzHDPDvAyw9Jd4dSPfwXb8s73hHDkIHpETI18bI3QBDqH6IFZaTxBUNsAK0PSdujgawO3HwwPhjaEyFoafHlDY6ZDQ/3v8bHLOuBscjW0AAKAblZq4XMIXNbBPAWG+qJy063/D2tEBHKU/hFhTzw0nHcJYTsrTcbvXXg/+buXITcACD677v/8ACk0aRi6kVnD8RwQU0CCWFAbSDKbh+FGSy7oBbkKsamNmccIzQ+nFAZnM3w7lOiuJDefqZA93EF4FDZPeGPuDqgcemDUHDB53F6eH1mMFReev7khXGyqAxBJBoPN+J/1xyiT23laoTvsn2rl/0xD6SVHFonmKJuQ2DEvES5UvPvLTpW/xHDupHYYkYa7xRORZQQisSg/JJwb4oMzXIwScwnqBLViQGBZ01IPtPw7eGCcSzg6wEGUn2PjjlWOlQOVUUO1YrwEuoYEBaIY8ZwQzojd4McggB8LfOEEZIJErmdyteu8PfBfAAAIr0GbooFsIiQ94AS/S8xPvtgAwAv2JvreC3CjAxOpTRcXQkZtz+jopBGxH5uh8YEN4hAEm/ce/1+4AK7aqhXt/5AwH8IiA9BkQ2mYDFW164XkVjg9ZGZl+gFvTul6xd7Ayfloq6SQQHV+E4a8Pfbl0k8N0EO4/0a3lcXExfgCvtTNS6A8B6fjcEzY/h9+DcGBmjA6gMtQYHWo7KgMEfq5oQYJynYCcYk6vmH36iJAsJunN9/cC6Fbo+6mwDP7uJr4hYYdRSQAhCnWRoJ3YgSN4DQgPgThIHmcHglTNlK/AAufcLuQR/aBQfJEmDf1yRraUWOsv7/+8dZIiBE4rhFkXv93ho0R+B/mAL6zA525vpAFKIthJNhC/wHZitI5WcfYjtKwLSeEyKv9wTIQEUkMuuBFXbXv8/tzzswN0MlngeJtaFL12v6RCGxJkQ2KWDcYRDIY/puHt4CKKjyI3vphkGyZNj4FPhJDhRVEz3RF37db/SLDeYCReiPHzBSGQxAA/xJSxoUSV2C+n8Iqf83Pn/DASNgSHazRTtsNMd94DZYcWmLDBWf738ScoQtUT3Y3/6VKJmQ1e6oyCEbNgO+h18AAAipRpAy1Tj//3EYgL+BF3Diq1VeAPACuZonHqspVOc1Kv/eARFjvGBAYZfQ30OycRG0kMsAGmPrBvwzvv36d/xnG/El5fHAQQEQkLD5AZQCaQQTWb30AmdM7w2UiV83mOo+v3V8NtBZsLNlQwEwnBRlHywnTI/omwiMN4bEX3yY2Lz4iFvAAJuwsiFUKVfwG7D71AJCMoW7UV/BMFaz1V41kR5n/6+8qcZC6P0GDsgO0AKmRmNrXgZhO2aP7q8AHcUiOpYRfPg6jLebNL+9fhkQK/8Oz6ARPr3RVefX4MAwNgJv331+QMKyoLrSl9CO1A62Yb4hANyH/8x2gXiYBi0As/cGsqYIEeimqfXh/7D4LBJMIgNvfmLaAVfNwFCNn8IX3T80l5XOGOb14W0JJX5Zj2zVCiVX/twITe9b5eRBAxcAv5jlpU7Wne4Ej3V6+XzUAjrfomvnrC1caV30o4f6X9fuC4EC4ZEh3rj+AOdDOAy9//gO7Wjt2FBjn+/Y9I8AwFLF4OPpcvgW604LZB5EruvfQMODkgshmEQofB/Qcc/7XkzIoBo7vVilEkh+W3f4GIELwhD0Hc3wTARQi3B//gAmKlRRkSke0/6gbghJiaPLlWFNYOPSinILm4j+IShCyjBiIiA6aNNN4iZxjkGApREJB+TeNvNvBp8buOlSsYmWoIyLG1N9iTJuEBQAnE1mdMChfSV2P+rqCOJYBkI7/NeBCIuW6af7Ar+9KXVCLr+/JeCYZzDirnoDRvSR2Uyr7LKI/+7B46eCf0jlrd94QcqicGT1pa4Ck4fkxLe8F5W6O9fWnpmwuJ4Cln0W5vY5uN5Uf5YmJjeGpBNaCGkPpgLuLh2pCF/6wNK6esp16CN7vAJ1beiRmsFOmPFWDQ/Ws0w8YMnYEvH/PWYa3IYZUNFm9+VZKwAiyB2QRJgY8JxlpgtR3OGV/rHR0qO9czaaNqhoDc1zDARD8AT5midPSgdjKVwC1e2Clz4yxOuhc2HowcucalKMH0Ybif/wcs0RmGBRInbfwAYLfFNpcAIhLUVGta3+fA0fvbwHA3xZrXPC3Z28Xt8b3z8RCAgb4AhCLisYqDqAFw/luY2h3ZnzvwOr6QH8gFLtZrv5ZzvSm66HH24UDVYAVozQlj1J3y253f+uefUbclTHGdwYIhYLLN7xdjsEwSkGUHisskRIeCEhKEpOOL1Ubug6JMKqJn8K/bpG09Qqsmt5LzxhEMDdq4gSfmN/v1wR8gz9rQ8/7fsyAKUCrrqCC/59coSVQCnyIYP/naVj8tZmZT/fvhYMPdiVTLgpxqYRZLrz2AeeWGACDoIm1z+w5xrAxpQA5o9gwe7/CiayX0zQDw6rbXXb2n43j2Bmb42AomMpkj1YAB5EgrVfGj8JYUKg6GArP3GIeiWAZf19375vXi9Wlo6lEqKbz5QsyFVnUXze18tgQ6VEgddEleJjv8DyScBIzJk4++H0/wvABWIyODA4x4ib/qx8oJaMWEfbfug8FEB60DBGPYOLCU3HOBKYFd/gsMOQdiyn09TZIDRuYAAQAQAn594IH/XGHPyq4D6+EAE0QAET4AYdnG9NKzWhrXPACAqxx17aVj3xVrmAkI3CHq2AVrbgBC4h8ArYX+xTRgDIDSMfMDLvYWtgBIzCAX0E361yTH1GW5bb79GRtIBiQL8VQB3fgQVEjvmTAoqdLfg/AIhNRhdzKQr1LCJDhTEErteBPs8B+ABn3qgAN9AqFZAXYkDlAyf3zpfbAQJfcEmQv/8EGcIEBygwwGeeZcTKzT7gGxjKsd7p8EIqjx9wDqo1jy/+C7LDGFTDnXlO88MCQ5gAPGYk7zO6MIvviIGUVdMTWKrFwvBjC1/ERsPJieorR7MEteHVFf/nget4CMiFHvPWQLa4wkGto/3+UILIUuOBx2n91rUy2AAglOGJMwHd1fF9an79wfFz4F1GUvxK2pUKJGxiKbipoLEOFvgPLuJjVSvYP4AU5jEYksi88GH2DWwCz9N/933hxqnQvIO1lOlYm6NgBfrej98MFpjPJsVOL9wPiI2o/UP4YWeAGMEQPrmFuYjRuc57DiFLMK2eU//vrcE1Q2ijkm+5ZEaXpGKFgYAKPQWc9YjuSEEjGVOHLvaoJrR2qVAgivfpACu442WWsXvj/AAIloYQBVr48CYVBjg/908RIdSkm34U7fnPodDPev374w1esEoO0NUxv7nw1gTo5Q8cGs0Qv8+u0ovmN+38K9By1WLkAClHNAA97SRtELYBsHtgXwLssSuijyvv/+drFkGsoUsLRd14MOFJEERIwDT/AkP+KY3PwfkXuwK//tbGqef4kQoeIEuF6RefHqwVKSRn/P53gtgAAAoNBm8CoFvDUeA2YHSFoCT/QMVNApS5EIbh2lcVngisHHhdwBxPF89cw6EfDajZgj2NBeCDh+4rjIQ4d+l5F6dJh0ZuF8fNzfkDAaH4J9jR48EFjQwg4Q6gMIHF4P/Ds0FH2EoE+X9Rcgr4KMHelOIcoIAhxG3wxCRhjsHmRiP2+3MB9h2UCMOPw/D66AxHFeNVc4gI0PbxtBBBx4x6dFtP5nwwQQMCSl2DVllQbodRffczQmmxoPV9J+wl+Fu2SzisAKoBzxj2i/jIg/wSQQ+G59tO58Ox8Jjh9aEHoEbZy3ajgCmh2eGEV2rQfyNOGAjocDfw3FYFYJ4nBHw7I+wJerUn3hDv0N8QP4/1fhwxPt+gKpMnpQa/wBjF15zE8OZQ2U2sGeKMTKwqNHLbjF+geNJjxtgOMMIZiZ1QGSLRjYAyANoLSXpriYSpYX/WiMIKBCkMDA/+H7VgYhCxeRKO5gVA/i6mDdjGgz9/XQ86EImC/NJoa/DsdHWoChMmBwPuGEQajSX/sMUpvIPHHhtCe2hWK4LIwABkEtxVD82CAMMwaFJwgNxAvlAL6kYpjrH743Znm75jr8Hxg8AY2XFSFD8FD7v5jQH29cAAHcEAYkb12MmGnOPzSjBM+CLDSXb5QfBPCVgaVqRnYpVggI8FthXDaSJ3w9NMXat3UACnhnZrok0NN5weUQwIiRofxs4zdVFlriAwjYwaKXiOHMPQ7XQS8OLcf43QYwURiwuzAgNuLaR9wEPX8YgdyWmYOOt7EHl/lapQggjbFkbcI/gztTKUheCmmgmagWB1U9PA7VoAPqEONBnaIFoxXAG4fXVcEMfAGmHC3jxKu4+WACRCzvBdAAAAI7EGb4oFsSJBBABE/8r5BK09BfP3ngzHlDbPGkNJIQcFM6YrEUMK/T8ivefgeIAh66ax/sJufLE5zYAeU+bke/7AUeg81v/67iRIegURIgSWmBYS/wIkn/Bt5fZjE5gJRNa/t+m/2MvKQvw4TRopr35Rraceae+qoF8MuW8t+b2hpQEf+WSxokANzRmFdzm3jN6f11ezdwIKRxNP7wLrteKZXoMiZXBcFEMceeayKBaapwSmbI38xCmRB4U6y3f2gdjOEBA3AMoGHRZiiH8+/h+n6RjV3/rvA3rWUPIiv2gcFo1CGkLc90usRz2p5fgWHCjQjqNT5Ow+0JSbpwbMCBMZ0ssEy8qSL4aSHBIcao/wisx+IYy0Na7f8YXyFBJmYBYcyPYkSN4pDHiAUQn84agPGPgo4hhD5kHgyTUqoQc+dGMzAz0t6ATW8N6yzrGBieKRjEUl+RFzmBMQnRFvu1cfwkNEfjMUOOUzzSB18OQS/e4CX4UlFpaAtpXdrrTbE8guHoBw9nrV9dCwAHI82ZxNB1Xqf5hEIh+AHJEEmMRB7w/+sBAzoCs/ADMbbSx8wvvvgeRoPfQYaYEYQDIY4Aq3kvJGZoT/yma+XakDr+A69F7s8RgoC+AL301vLRX8uAI9cb+zDtBWmOFFbm08F2W1hDmHt9sAggVOOi1gG6hoqZL9kNTpQDGCQbVWzf9vD8DB+cYqZyws/OrKcGskBnBB163fjHnVHBn/rBrjSxXM/Fh3r7yTKCGZQBqrjI3jgvrzHsizyIxMYoYczzTSCJEQQWZABSXYZ6oWZ/f/WNSx1IYyGeYAWi7Bjyk+5l+DbipD9jMsZDPPEwQfHMfhC5F/B/pMsQ8fsuxjYvhEfvWqHLtP/Di9////wB3NpZ62t82bXX//xsAHRI3CIt0HPf5ZhRIdpHBeO/v7T9Vd1BCRiX/NUe+cAIIiakCblb7JGiYtQpZQ9RZEIwobPR57/CgABOwAKMSfnYbY6q0JYrCDXxgAhTSZajt+N+/X/v1LxHIhREqJYHElcAF8Gq4uv9gYIYkIJfzjoDBxXeAumdc/oATjGez35ByDeKg2C4Eera2Aywf6BTeNiKB2EYd2yktgCg9vZQdhPEcWvYJ48U3YLjG9lBzO7fNFNMufZvUCwAtWHpnnAT438loG4dxJl561octMOnOL6Z0H84hAqvIGpfRgwS3+SqBGuiHpA8hToZCdJ9041VA8GJhGbw9WcSNhyTR4AdgJNlMlCgftQSv/wLZaoFxBby4rgZmDzhUqO85Y7f/hUWVAo5VcAgAlLpFwBARLjRGm7F5DkzYKNdeKSSLZ+/T2a4t6t8NiSlEcjjBFG7r8GbgiRB+lAOyk3Dqp+DCAEqlGxAEjbYEQVNOV9Ts7rYQ6OHWXtWlHf7fMAMQ+hSuvwHHTylZ74dd+q9yYOSX674kbw8E5MJiWvwB+Vt6JGafzw5NGjSv33WlwRAiHa9yw6kjCQ9aBLn/BGGIHZBEuUTHNw9+Tr9b+BwsjkQCWI54/gwjopmjP+v2/Ns3Tj9SzSghcwxNrTbv1Dd23os53XMIDQ0JYRDAd6H84ARqRskqS5EtwMpLn/pysYW1SU32zOqMx741elCnHS1s/fg1VIPM+1R3b/W/15gFo3ndv4qERA3wBk/1gwAHkKueZURfmmHcEIu6ipowRK2k6QmNaHxyqEnsUtRmGKt7X/3oOgq8dSEIH/7yC5ZEQE/VVv/sC7WlpbxHfe2fUJBTZIEK/XY0kpSJOsakUFXZwHJXsHeDcplADrKU2j38BpRA4txVsGv6QJN698DvB/1THe24gbfr1xYIna8gS1D/1lAGqwM6Kss2Upg7wn/Y5/r1BPcLIp16+GGoZIOWfXP0SwepAMJRgiM1fcwBkHuHIuuem8MHWtuwDBz81gC8RkuGAilvTAFBxS12PrCoKznUOoh6c/FwRRv6wVD4mJuYgwlZTdHYGEJN0FBfUTdE7xj/sRFEmXNnGTx3/Aa2grnDDKdHI0Z8aslGBute7fbNx74cXwCHfjmsZu4B/RZs1D/+ABTZROTYAB0BB1GsUngOBkU+qzo8DOQgc2LYAwBQLGhMIsxBBd2/AGltj/r/4ApIzYf9fhxQAEADACGNBbYj5ddXW2yo52YMSl5r+YEyJsGcfNIETYbH1AB1K8AAwAF7/8MGHoVQrvaIACAwFS9Z1V5H9A4GK3fAeiMAeK5BCqJ1WgAy2AIBEB+v4AXVAA0ijjCgZSAzrbwdhEf+40YSSo2ZjR3kEX/uMINhJPPgiJEBzAA5bSbKe0oEsF8Nc3mauk/+LwEe7R/3wTbn64REjcFwoJ5SZkCYrACNr6O2nZA3A1e8SQa2TRSDuYsRk9rQKokGOkkNdNjqB9w4H0gCnyURIHCFfndL+r/7heNaZjECDfCd3/WJBKPsUQ4DDJ7e9WOkwVtpNlsrkByRb5UE+LNIFUTgo8mXN9sGGADVxUGFIELn/PCAxDpBofdHdjizofHRdH/gzFizOtXz8xUQWn54IfpME054aeL54oqRuX1KpL64RG8MNZqoypcDjR/J7HAwCmg+gSefrloY3nRe39+fHG/jBIelehZozm7Pl96CYAD2UKOLU+cFHW37g1WCTaih5OSZ9D/vFxh6iEaUIgRH0NIcovZLAQcXtQMW+6imZole/Bt9/a3iOz3YvMzM3OmXDp24Bih5mnS5WxYmb72H3QMWwqpPGg4oAFgAYAOKxlc8mkUWKhYnPORAANLk7PAF6IswBUz4UDvAJ2RDMyU7AoK67wIaRpifKRXahsycoGAAIANJ8H4SQ2CEgyRTNqyAYopOeQ0UZlYtSZaJzzgQA7/Am8PoFhVOArgL74wvAEAAQAFpbwDm3CJnH9jFsC/lwQcxSpEHT+wxLCaoAIEfiBN27D4y8oL5ZZPtJKZh2grRKavfHtxvwcCZA4ARkIQeircx1PX4P+TCLLDY1zB1f98DVcDEwQA4Jhnbyrfez/BQGemO+0WSfHRM1VAtzFgjFjLr2DZpyaBzY1H82sMIphnT/4q+5+C+AAAAJ7QZoAqBbwXz6CHQHTmsCRMgka9nhi40yMxIcH3QLw9MmGyKNFIdhUjvk3WAAGvGDrFaNOAOHETBIkN4/eR/4vhjxpuYRgEwEGNeB3U7/ggocaBwqQMCOEf3EabWLVDqiVAwsBBNWJ/M/wQTYwHDQdzXjuKcAAhDxqpH9POB/lHYQXgNvbojWBHi8uoS0cVyVC2M8/4c4ITwUYBUCKevK8EPz+2bHw5w4iedfx6Pdojgnw83RrDaIqRdgea8g/a0x8PyJ86eshd8B9iF91z37cuApOMtC0Xaj+W0WsOEGfu6F5+IGHKIhJCnI+HFAke0uf/4A2zNFz0Yv3x2zYov8qTwQUB7iwyBAWHuEnvjyTnKAJnP/Dw0h+GOsbE34dlHA0ht65p0AA3Iemjg7Pry++nXwJDZXiesvh+GUPFrdRPAhDEAM+hQQFxiYYIJtH3MNMMzPUI+Nlai68flAwi4rY5Z4aoXgg/CLBhXM9u9gEUjEeDMgy6dOzsQxJ3DNHCLvEBLHeKmKeCbICUBIpQpMwhd4puRXBBQJANgIbnZxSHl/CjRWrAAVo2GUd+PhAJhNQC942RG2aV2maDaaQVlFcPY6+pLKEaABXTiwBijRDvVcbtGgAMVeDHWovvBMIZH2uD81X4Jql4dAmGcMO9iYP5p1aQ6EA4nmx0kyLsdg/xvkEQ/DQR4EaAKC1mP/2cZcELtInM4IboPd3jQ7yjTzHAdGCUGRxF44WDA54dsGNAso6mQVJ0HoHqI8S0KAS4A8HNE0XQIW8jeF0l4q1hscG98K8wQE4+YOjIIUw4fsvVhDJdDE5+J5M1YZgf4Z9DJUJWBHelF/D6cL4L4AAAAgPQZoigWwyJC+AB9uqYPmMd/2BNvduGtyTIa7v+8RHhziB6r2HKwIoLF/76dQIzbQTojN/LXIAe1x8V7dHRZFLO1zDIkPQdY0lxs4o/A4mKeBbki8v4A11SmEd/6SiaYx9THwVzcv8YiN61+ZkDEaNDfJ9eOMyMSx75wD0CFydTgp/93n8iCWNvZwMINaSusD1hhkIhbwfu/aLfvGwlDXec5IfhAZvz+BdNt+Yrl4Itm9LxAgEEIMqRrZs6uwetdka84BZ25alM8fGMSjzR4mgWx9T35fZZcn6t/Tce1N2sdp6FiI3w7WhiWtNHwAcPwlbwK5e+ASC0m/GH85GdUHdg0pv0V6wdE4AwLJJmJyzCBrO3sw1RKFLzsHUoDrU6RS9xE5/DMANiiNMtjgxgugNJ9s8jF4Fbm0AUtC9VJfVT41JU+7KagTZ6ZsgCIFIVPBfjvxkAN9LbMTC1dOgMpYS7m5ib/3Lw4OIf8ojUKeu8H+bVhSnNU13BhRxjbN3rvo0sr6+CGGOAMI6Xx8CoLEsVaZXWB+y1sEzuj/2wBZTyOQ0VMlX4T4IISDdI0hEQEAvgAoUqrByXIUavgAs2bWSH75vWaGfmDMhiQzWawLS61QGGU6oP3nhCeQPCLUfmA+wmuAFsqjOn/vOFLYpuVf/dAC1KhvNn/fuC4jMVycrn7sMBAb02phb30HePzw+NlaAlBzU/ET+A9eQAAgAXgd6BfiRNAQ/dvkMZwQCUKC/HKITERn5FczN8OixFmWFT4D8MfAwbQVvj7qB1lGgFFOLc9VpA3XsNSuEfnjVAWcUmedM9JhAQN4RONkg+yZxASir/a202AZ9gQVc878HSviqKl5J932FZCveL0Fb42AlEn1fMdJ+I9ZGaG3/MMWmGDPAGNqSPMX9+7r+lj1Y+/UX908LaADGNREOu39+DbZLZEg1T99yKfYOHF////+AO5tLPW1vm1HYILgUaYJcXiI2B9kOaY49NfnMipno4/pgoVLDpTAXJO+gJgq0caNFptZ5vwHLjBBdnmTD9+3EoEImshyLBPIAdzlgBUENNLAcd9bXBJJt+968Cx0qlVTdyDvbIABAePuyZnaAA3EyFTADewYAVTfWtF5eArdXplAxCBUQOhaAqqh3tAF52Ck8C7rjGVaf/AgeVAcHBIAv4++7FRRgZEO+D7U4I6TDx/vmICId2FF7WOcczL/9ltCWMGFqEdv+dmzaOq2TDFhsKwfU6328jWswABAD0aBw0U11oK0SdTarX7cx9Sc27gDkmiSH6r3QAkBijvcFwUs4BGsJSPcfyGGIyF+e+M1B3hDwJXEHJ2fHXloTu3Fuax3t/Pm6AZiYgQF/AAhlWx/EyruDTKdYyOz8/AAlNjL+uYZr/thA9ZuOm17zUum+gVUvNz1xwRmzfdcMjfwFX145UeCond9/ADtbMLKPAqTsVi024D6EN1BBDpW58MoP+zy/SKRPfamKxQ8QUBQQ++WaFy3bUHEH/ty8XE88cWHrV2lkkpEIkQS93hh1sIltrLRrvNFGcAPQZlR0N9/DbEVmrng/SBaIlO7/D/BmCJKoPIa4aeb8HGGwEuMDqNn/fBkSG3MpX9xKEmn5g7pGZnMn/80DkMAMxW+WbhFkakBCuyaY/eZhlkR9x4CJWmFvmGqtDxEO/K9LMf1YELLDwdaN44fOPGvv4c9PaDd/tf6SlupjuGww89P4Mhdn8MEyuM/V/WA27RyKvFQiCgb4AosljSPAKVF1NT1iiEm5u/7CGeDnzsaYEHloHbIcShc/GkMcBranIvdIjprSWGABMp0wAXGZ4gk5x4PGG34pS2wKpoqOQDBaBKZI0h9+BAwQ4dR+fZj+7FCpjHE1IvaAqPOWr1yjtmVkapwyN0KQSGGphDDIZXDKiB2JgHpnqrY2bdTBfReGdMe7ycA85fv3ucZpEdd3tCcsCxuIBSLw6H1VnhUkKLPqIP+xAAAgPKXHkfAAICRHvDu4EuVxAzmAhr8/FAtIK858bINd14BBkq1I3g+NgImL98W1jdGID7dRf/vJ934Ot4SRp3vDtMJLCfxTBhYe4/ishyURYPy0JzDr/+EPNvxIZBhzFtmGhCs/W/+ABTmspk3Gu8z5hmuiBqEqNwO15S8b6QaHef4Fu5bCAIQxBIPYD2veEvmo2l6sPoxvejqCqdwMrYU/3A5wxlLztLF87wGLSg4YHg0QtpMOQ/DRqZNHPBL7DfmCjdKmI4cwAL9CSH5FcSlvcwkV4ZXC/xuMYIYAH/ABCFz0qgZh8AEHP9n4IMPunliV7jN1yaTOc/3/tsGDZuE7kC8QddYuiII1w3Dp6f6Yi/gMPABMjHtkrisf9wtegMABGiSOLjQTY9/SwIAOAktyhjEkrvSfh2GAvjFmKZHs/Sdb2Aj3Zb48HHf0m8CR9D3V10xWdGI2V3PecXdmxSikXH/9YkL8Lubxwmz/PclNKNhuQZLvxAMCpIYBR3Qniq7nwWFxaYgnyByS3BXYI7gkcW/uFp10GpIs3d2OZnmE4QCI3amAyh6zRiBQ9ZR7CZHBgIyc3+f/qEiFFvrxyxDyVCE0MdSIGOXvkfTZP8F0gKsD0DRwQXRR+AjJDVW1MClH7/muUABrZnAGGI3/taqAG6QYZiCv+URzfbQTl/h2RFEqMbuf/8vEdBju7GWq+1o/3lpjvTRH9raQTDYfiQ4oBL3d33/g4tBoU1KY5//X0Si//DOtAGpGHF2328Lb6rDzf61MV7/4L4AAAAOiQZpA6BbwvsBHImXH2ocLmfo+f35XPwzDPLh3wrBNsD6Neg2IK8PgQYThGzmUdm4Ga0PA8Oka94MI+nj/xF//seFvDc4usClwdVPc13ecbGK4Y4S/Z4BB1gNLPURtxFtnT/xmRHnfgghi1wi1HS4EbXO++i9TwAA84t6oOjPfCZggmBXcAi1cjfX/439eBwPAifh+sMPrABgK89q4mjSQJWgZLN4kQhic2dW8wYiMWD8qjgOwzl+RmqA/E+BUUAS+gHR4LMK4jwxwkYPKSpU81YQLw7/qNH3iOF8MQ1kCRuHCpleWH3HdgVF5zBHHHKJHsf8IQJGs39GY+OpeN6pKWoAGgX4IngPoAji3yJD/WhlkmCmqxph/F6Hur49tOAl4LNFx+v6+odBBfG4ZlGI4mKf4dbPSIM75oyRsDb7a0SNRgbP+AVy7F4WEiN8wDmPg8MA1wqKaXQhxQEj1x7//wBDJMyLnoxfvjtnNCOaZsYxLi6gkeFXjbWoUK72JSpj0pQI9tBYLSM1+KoL2s+Rk03mZztoA1uCk5JY0elpMqQ8BHBBU8Iy3tejr9Af4d359NqLzYAKPA6uHvEp8f/wp0UvP0B2DgCCPgafwa0eCU2aPRNVTpeB4QDQxPC/kYwlcM+KRSLWDnaD6tH/G2BVJEVj2KCZsD+sGjB96SM8JroIx+qhzcrEPY1GBvtuEAdH8YbUYEBMMR3AJpHavrAd6A/D/MmvsgBtoOakS36oDg1WC0JYB21uBXDHCRW0s7wJ9Bf8O+o7mATPq1moIdP/OEKuHJQk7VoDf8CBffalxXBBM2Be6S8BnKkRbD0BUFG3jh/KWPDEFbDRmmrBVjwPAWSGK0+NpzD5uQ9euFehptAmQZUkjzDg/aNWHo+LoCDSDIEHEqK/HajSstRvYMwS2xB+HZc3hWxnCBwPwzff+bRhMxsMDQ//rl8OccA4JC+BrKw41hp7CJhwiKHCiOHMEe0ibZx1/hDyfHjeWDCPQNvkRG1hDOBlaQjMj59upmq6osOr+AulsCDcX8cB1bLoNJLbGL+4akf1Fumgi3HxvY4asPWtcJDcdXAvPONArGoEykS/v0Dx9s89ofcGBwEKgIoyvRFoQJAJcLx46Uv5WUPEE3EalOztgKySmPZVwr5KRgM3jbzY26ejRXbgDRbZSwozRQEb52T2N3GaLsOi/GAAXuFR7XiCEL40Q6tEZu5MQJPcIVxFo8CNofOcDnv7r/gvgAAAHi0GaYaBbCIgL+AiVpgf4gBK5EzUfKfEiKWzgJqHcAGE4RIto9RZROAdKm1kO24ghHajWYmHoAPoke3kV8GhHSYoHmdA8ULrw4Lp7JSCIbxwh1W34a+mjamcX3U/OFLZ4j0GJDEb//vymy4YktKLf+PitimAr+G4SAjJ1par/8y51+wFhpY39IIryFbFfL//hjuZNobiRP65aIbLx51BtxOIN4TdLDAkMY5GAM+QleiLnho7+f7xs1LA0zZTzC1Fudh4U6yy40DYOozgIR6z/hEWKM4RggoYvzqWwm7JIy1Bj3qWoKwgtVLBh+1/MeB0e3y/mEFxYiH+APhf0J6UKWLPXA42teLAYUsGmplZgncWguJscXboIBjryGi7e8L6bDIyovOA34CN7EOAm1sEV4OJgYxoIPgM4y09+GugTOWRvAwN9rULMTN//Kn8t/n4kLQISe3B/O8DrH53thCP/2f8SD2rFnpAJGWvHnFDDFtfgNfm1ympxufiMIBeE3SDN3mRF7u4B6dhM60OJ235tcOcRV/AXLsD0E0hQ1/+WgoVzaX4SkwhSOAHvTl4yFtVM2ZegDOUcv6Qe0lIw/VewQBAbvCzMD5xUnzg1Q6nPMCC4nNTx+cATBG6Ax2NZ1dpUTiJgH2/BH/ADOQ17CO7fv3v5dc9An19N+2zv47LOvnPhnf8QN4AG0sfuIhXZBKjBSjAuMVeNSHyw0nZ0RpqUQnmM+9w5U99c8wVKvomWS/qc8zB/5iAwDkGgOieXkAZb3Tk/gh0rfLI2B0AdKm7uNwuSXjlaKRIOg/DXwb2TxKqLffUPw4TXc/42oAAkC2afPStijPYFEeqifc+gIGyBQ1M4BprfARzDkuR6QvvAfzARIr8H0KcyQYi9n1KSQ1UAIqK0+QoxxBfyRG9iXvbkWLYoiGcdfoQOjisilZjcckoswbd8/1m2/AfIIouAONse6kAO/rn1BkpUlV/w6cvhQfYFZnD8xDv3/RGyH/1kj/RmHbjCMPQR8BGsKH/Dt6BasDD+lKBzDur1EgCQJEQbJt9rIcf2h5UWw/WAK6OBCL8hgUFkePbANpNRaXAODHWsopTozct3WaKL+JV/9hEoPnQgLojzEJm2gvf4P/AV6lZ7wBPHganM4iFtIA/EwiEQ5gAWjNSFCg9mHG9oKsbCPyLJV5sFbzwCtpv3V4JT8dXDI3AcUjTCNG9kUbuiT80MSOfMBMrKwhl5gann/jypvRmMpa782GY78dWbCOGDAczFBmxJYg/eBjI1kQQ2yL+0gi2zirXRFOv/YMDrUgkoOqz3/mDAfEDWqSTfjErgTtC7CTa54GnKtTadu3dEknAu9zZWR93DIYhayxoVGHnz0E0JOr34B4xQFlBVlO/2wUcMsSPGT+iiQPCJ3UVPQDbAwLSyT/jOfDpxIbjYKhngnAurDn7jnAEe/4YUz6B+T+xUIiQQQAiL0UzTlms8wS1kjQNnqW0Nj/noFZCTqU+s4AKPgkOLKGLcBRk5mQBAgmv++J9htRhQD2BJC5wyCMnmEZqEhwfThS78V1u+4GfDdYbCUvf/cNwJwSCi3/8QNhlc5pJgz7fW3tZr0srB01aEaBD0UajXH+/+6mB0vCt5B2WF1ldjYc//dKILy0tKQzv7paPxLxZluG8QvTJ4GwgNAXL+ADh6WZ/axv6yknNqNdHkvRvUwBAvwA1Z69fR/h2NSBmAlEqHEnqJZ8HBEOlinv2bZnsauvDDAFbRoSoOoteO1qM1pvFAwbp2/Aic+E0r6fhAFITxxb/W/hv10/g38AGfVvrEN4ACSaaTXprzvnf876AbRSM3+v4acfExIQG44ATnJDDrWQ3AAJzgIqJEjiXbVOwN7egnrgGcleCr3DnGAVGlrbAgSRi170GADmxSnnJrbDAK2DGOnvPPMKG1bNasHFMlYPannH7pYdjTWPcx+7XhwbhBEZs0DnYooFXO8+EMdNzomEi0wlShKv7gKNVPwFxI3oZSqX2+CMc798jABMhwBzwBRtZsEEIgl7X8VBeUhh7o6ZwzQC741IGWQRTKm9HPqKAOXDKyXu14AErCXY54QEJfjCmZAgQkLqmM5P+wE+zsiGlOS/fsPADB4reVtNBD1sAWS60BwuNiTR60UbKP8aLVN6owVcoBAVLhZ93kGGfDkce23ecgNDLqA+XsHiXvgHhyS8pff319RHRASNTXnDfkq9dXC8ADzSk+6ibrP7/7DpcjwAQ5UBh3QEhCTEqInu3wbM6KpKRIiQKhSFceAbC/eBgawaKswYTK20W9ASZdbytIqDVv9BgImuQ3ZhV3rIA1/SQ7sg/3SuO9hAMjeC2BArU0oSwxXv8CCtD+zYoOKKmvvDhNe94IjU48sjN/dvih8WgIH/z8/kfd8PR+MDeJfMBIHlomQyxO/bW/rCx3SjopYKg//efoSBVrw6yBUpZI/PbJatzgpZ6WFX2+anqD37Jsn1zsJX3rXRIhfxIYCsEUKUSkQ4pD6oVSILCRX7+r/4oivRJs9/Bh1lvj+oD/+uSBUGTtbW+lrIPOUuHP5v/EiHhA55aHL/90qSUw1Kv/X+CyAAADUEGagEoFvC/hHw5scNF1zEsVnW4NP3/GEzaGPh6ahQTG/gbUTPFgosNwexltYfgE9G4YQ0HymSIa4Z9rgy8Jgb9UAUTzeGd2+GMOIMCrgAD+GNIQchbdaeFhAjbO2RqE/8EFWADYAetEitipPeCAMrnUbNowTgABX49HlMx+N9w8ETj4KGHkER0u0BBg4Ocg330vbLE99natLCurC+uKEfFV+aOUxAa5tUBGQW3/hawvcEA+oA4F7jtHxYHeQ1RC1kzieF5UbwuHEuZVNooJzjA4+seFZNPPbYKE/HZjxtfAtSQlMraVky4ECuBDLx2+oM/JQ699gJTN7VgIfBle6/O6YHvG+UEAh9CbBG2d9f78MXIYhHt0b1boKThuE85jHwrDDyUiwK2bTwt28XXGzfvqS9ncfVDCURxi49JVg8Dbi/zBJkByyXgwwWoDfuPrYefpMPcEjCIROn5RxeHalxILxtu6ed8qxPe5aHgFg+ERY71bC1LZ8ZLRM3/pieCTy9KPh+dWpFOwJIiTAwizFDFpy8H/AKk04vejgvHcSE2s3KlVEuEivrVDysmBBvfXhjAMhSwgohph9yYUgeAeUImx2JfOZsJJaOPcKDqT4U6M7Bq5La8EJ8B04B1X+GLgbBguP40FNJFcLxsSSoP8VhC4PajfA0hMGDdTV+wKdmbQw87ljbjqInRa/xuhLg7jAesw7xddw3yWh5/IIKYuNX2UE8sJE1TLFgYGox1w24Qkd5eedg8YeYu5XT8O7Ul1XFplowfzgiOAeEbA76Xg+asXu4usOMBxXov/42lRer9PxIZDe77hhD1E5Tw0H/+euGnH/EcEnjb9KXw7hOw1shDPbGeUD8scTeexw6NwgdWBs3ZwbzZgfa4jUjlqAxZ7sJ8UT6AkSWVnCFaNNIPjd+Xx0CsQgawPBEugLAQ7BuAMJOGxJbxDzTXQUVqPMkPnSKpipfpwtIljYDh+4lSz3vcI0CXC9m4FBGwdrWLnLAavIGzlpWDElNhQze6jqVWQXh+UHBJ6+dNOYo4MxU11nD2lwIB5gTcIUIbHFmLllWDCG19sBrB8EVwrMQTDD/3UPrAHf7w4hnHQj/XJRJVmY9f4Zo4cvGH/1Bml/wZUv4LIAAAHuEGaoKgW4kL+CXpNTZQVaA6RkmCxKRnF+NC1o7MxMbAAZcM7Ga+UOk6IAAvQ6cKX+YpGK3sRxP70YQyh/LT4bDvSH5hj+jkuSPbethGnwlIx3Y04yqsDD4GdcyyHmVJ8djMBYDIo0cWmk741YwBfAfthkb9jx6urRqQIy+dZmJEBb9q6mBvOjzZxCUcCwh1triq2mKEjP3XIAfF3/gGzNff/f92OwJLb1zxfJ0hJx0fjYAJm9ORpkg8BM2mqgnqlzob2RpPyiy8JfYH+LBElBx5j05v/4zR3Q92y7iBbOU8RqS+pfrc2v/ATb61GeQI+Fd44lx70NYQFrQLX3722RCHakh2KvDtxkmr+2R74dgaeeTtTKnpjF1ffEhbNCePUeC2yRGYH8I/9N+CN4BIHzUS3p/x/oet9de3/urg6hJp/LV+3tO5PneJ4XgAhYMLLORxwL6CWbG8d10AkqAsEXdvnzDfyiCxDEfjMJoPhWmFZOADuQshtTv7uvBQAV8gkYTJav/3X1wQcELYsuBHuS5XKJglNFq76hZSxmFhuXcBfOLA/FVed8OKAi/NB1f/AqCmTmJXQ//ACiXDyo139Q1T0Ixnrr3NBHu31krKPhEbs+EHyAgRe5IP7gOB1UtwAoQbo29d4HcYV/cIIqo/OBDhHKSohDn3y7j2l2G+iEz3/rGHPSHlIAMSh/fQPcx3MoRDB5HAwEKBS2vBkBRKcTFq1N+wpeFlKSl5/zaFbmSkEZOg4fIdfb5XyfgYSwEEyRDYzDFBM1kh/gIO3D6kd6QEpCenBO2dA7w3SebfP4Htw2io9/e0OkdD1374kIjeAA8/QnfZ6yf/+AmkwDMbQFFnqKLBw2oq4GYDVFN+1tYdISBQchoK/cBPyjC5Q3kFv888ExjeHYLov2XPewiry4Si9PLNiFSDc9c8tu82SRrqdvcexqrAbAwfQfAQDlQF+eoj9MHh4OqMA7EBL39QBUjHilkZxPdQo6uNT/hIcUACI/Vf1//8ACaGvjGQo+qYvAj3tn8SGIAHCyiLdLQmLYen/ykPEvPTAMkMMoDAlVVUY1c/ZEynhJ+qCbyzIaIu1k326lv/e2GcUgUoYsJk994IFUQNr+BxK1xCi7s+f/xKyqn/YAPsozGsqHlLhnriCwzNd1unx1XCZz7/wgIE+hgjZQgDxgD9W1OejIFW7F9XisSCDsCQellhacmDnjewAOpZjZyR176jeQnTFbrfuABwZjV3YF+FA4zeA1pgBHwSHDsi97/vnIkIRjEj1oMEiZAt+e0y3/j1sisZ1INy2oEUIjDDjkjL072AOOkzz0gsyIWqT8gEZTXp3sCMpvPQO0SlXnsSIG7EgsSVxWlln/XTzNojXvBxGcs26ip4ZVd973fx8IJECFP76WKDkDcbAj90rGpSl74Fwb4mlU5l7qSPQTRIrscAilyQ4WZJ1QdapdZwBn4XX6UBan4FT/Q56iP6pL84FqwZRnQs0gsKRjG+R/f+qmkkuKw6LDfKEot4zuPFx4sopt8CTT97og/tTCIgO2QBBZgUqHgDxvkOJrgXVFd2kux5WUjic9CONzpjBy57222Nbyq7rvjMyBtFEW+D8HxRFO9Qln6cJ1GMmMZOoWEZNB0WwYDASCVgNEzpWq60ieXWZTpBlzMgj/hAS+H/phE7en/7/ieHMAGWTdokf9fXgibU7vwgCEbgnbsgEk6u/wAM3+s2ghw1LKBTrvdfIWsIzngHFEK+OZA0/WUBDACK6lBDJ9uiyj/twWBLflegUNTYeKf7iSBL6OJnRw94Gf/3g4gEM6RK/eowYc7woYuwghoiDQHXfrhR4CJzG4AOHsyAl/2iEVFQlB5cLtD3e9szMGWuKla04KoIyGBEFGEAMRJj0n3xy7CCpVxl5/TAozEVXRwUozykatMp3/K4hHw4WPxvz+mAHNkP/cdjPJcm01xI3UG8aEznf2tDAMLfAxZ9cf7/77toOzhTMjjTfzzEgBh5QQPWShAOAir8WQf1x7AEXLOOA+dLkI6PwKWwI0f88/u6q64ZRaYOhysHANKsxhT65bFNb+VcJ/7zFKhSmNObv7GFdJxnRDk7WLfyKnmi1VST3vvwZFTVNC1b6FA25qtccGlN1667Stmzv1CNJgh2M9hIbalxMTdevDzXx97SPvl+GAiN8AFxzaFo5SH/7kHOYAbB3VToMJa0Pos/QwklVPrCoEcl6lRyb6C8vOAQaBM179AvgHEFkKjOQRj8r4+/+2D6tejRDyogMWgT3At8L0hJ35h9gQfBIeGjQCba/mHbcwwEQ/ApkK2aiqr0Mfu/2o0GW3C1DHrmBaXKgl+3Nf3fMeT8gEwFNx0zTnx8Ic2k3qAixBLQ7UiNjRrkCXcxIN42zeQIrcxUIAhDsHk0lgYcRK982RsJ6Z1OcQb8BZKy5AInQd421qvkUBHOv/36AHp5uDk69bPweG2+iAoYRT9PBGTaWAnDuJP+rMOewNRVtfe/yChxdBrfe8dVSvPyK+DZPgtqWU6Jg5qIEhXAmAS7WUFO3XOv7Cbt64rKJPyIDC5tOQCpVqHlCRyvgCGTTkof7853ABEGmJT1v/ncAe1eLt9cL8EZWGYX8SGY9U5ZMjgGa/aG/VDKv+3El+CyAAAACuEGawEoFvPWOi1kyMkOoeBaXh6Hr+kAKKEZQoSZgQCgl4tnmsJ3C6e5/Vj/gNghgXhbjMvwCR1IddShhhAz8x4TOI1xXWL4ajV5Vd6BL+Op/8P2CdIi9S5scdzgiGIMCBxDxlsfpBwBdYMyszFAbkzZg62NB74LwtRJeXoBoJXDeP9nIidB9wQDQTscTwRQlYe9mLgSGBzBlKuG9qMzstDPjJ0IaSBrzaeTGZP4III9gcmVTalLWBFxgDgEOLyMoQXeCAWi/lYIfLc4QUq71hdIJcOhWhXxvHw9waoBE27+peEIqtXF1CFIEPv3MWBgXCeUJFi4jythgj0dHHBBpK3QoZomiteqUTzeK/DEIHtwgSbkkL76TEhydCaEXH8EEbl1N+G7DrnPXDM7r/wtgWH8H0CpkkcAAdfqR86waGK4IMEPh3+YJtAb2H5hWGsXkLpPB2b0C3ZS3Mlx4HoOy1eQmMyIZ343qGCI24C3278G7ouPeugO4hzrHIYqxoR4nhgp5Ia0Hh2VDcyCZ/UpqkHpi6RDnW08O4JWBeiHxvMcS5842YMHwQaSlf0yd7OYM01B35n2h47WDX+epVyj+glxauJ4cw+hfGpHGa/w2zXxuvAoEdFWuGv2ApqGBZWwxYt+VQZ7+PJbwGVn3IH3+USLL6yH49L4FbVcCPQH42lRT5wIC8ABNeD5p5ogtuHnjwRcOoexJWJxDLswAqcm0YCKqyYbGAlJMmGfLIJa8fjhrwQ+HLed/jfDSBcj8tWLPc+wCTZw7jqgbtw1tP1GiqaMXhujD8XcSocDXm//E2gCCLx99lQudAtjebCXjWK4dm+JLID6RGgPgbqC4LQxzfB206AyC+Ounzo0KNJDWf/6/+FdgvDsrcwcfMGtuQB9QK/cDg/EDNnuTGbv8M3gOBMxhdUcSX/wWQAAACEpBmuGgWxIQC/gAF7op8Nn+bNUx+kz0MCUmMOy1lIlkQCRevf/BZLpfyMTDuH4Q4BKWtFjeC3HoHCX1m1MHqJjNivyq91Q7D3x+YPltb/UQUIYx+P+KUcpF1wm/O966z58vzHuAopPdhpkQe/DMLfzPAcrAUbqbPrAJmc0g9SO2Uj8a177yvQmo+ULS4b7ZBM1+84e4/694haPiXrPEwhN4AQ+l7xH39YiLw7lhibacI3vZWgWaWgV1M3iYIMAOHRZ5nVtBvAcGWSMsDvUtmaEjLbkHTGYv7alM14iNgnLk37QgUl/2+wk8Hd34NamfOBVwnS6ia0/dPwCu9AdZAc1HeNhEof+zF+O2ZFzP97AkD+XkzJg4POPYtI/Dy00twUscwo+f2Aax41E2EeMvJ3w8Bg2oJZks37fQgxNr//HQw14TxUq/rraKhA7WdEdV/vvYG1HiPHEhaACjawk4vFnG/euDsCIK7VjT8+bQMmfF7+L2e2xw5hZkQMDrxepZv78vIRewui9Y/e+fn7AtY3tkWGiP/73rUpFPEwyCgNQAsR6uA3VQTT2xDm1BDMEyT7A31laP9/eoHj3Smr1wImRhEyHAEMxTU6H1v4AeMwtNxTffv8FAgKz+2Hxq4GcABUf6zVDrgLXUAKDwj1n4cB/CET1jQABoEMjzPBycogKUl9QQGVSbOol+iALc19QQBlc2zjKqPxEM/1EZYtfFX673P+Ik+YlbmPP4kIjfDB2ISj1Ipcugh/1B3mbwKRpbf14MDeeQK1oJDH+YMja7x99iHJU6KpOeu+BLNYUDojUQJc7/0FexnDchFn3wAD2h29LQgBCPT6gWaBICfI56P1TMZl8HY+769NmGIvJ4NJcqVvV0AKKEgqeH52kIB58cZ4D7YQg2ySfOMBZoxpU+sJmjT3gOmSJ6rJ58D/PQ6iX/AI8iFLCusb9yamQbeUuNcSGRv8AFWCZ3gujlCZ2wAGEWhJOVWZWrB2dXDFYOkF84wWpeRqUZAlFD9qWDoVWiI3K6JvBCiTgnlVJ/uKA6hGoOGrrqbc4gALQCtsQX5rArU9egUa5pL/Ob4N48oIgoIY/YH1Mz4Clpvyn/NAtF9jYIhFt34MWsIEJ9RLk9q/u2klDk+FKo2AlxiSaplFwtZkBcX4nmRAhRKdX5X1eJ5vAiPyTeGPUwKXgBBH4k3BqaAVAbM8US9PQiVKZCQRq3gcmHvVghRN4AVI7r0Rge4AJ7sLnWVD9DrgAJyAOlMQYh56xCzP/+ACC8lb0iADeKbjDGO2/Ai3UQyuER/qyI4ESMJGr6CEiYQXVPwBNz5BJ2RfwA+zIKVyp2YYEB3KEoJn7hBE+QCWEyYV59cBTHFWvEGg2+v69nmbccjRjj4t+SkDswFBMiZ8D+nVPZpN74Ou0QJEGYvnvwDzYl+p6zIZp9ocvB4ZZv71NMyzCJ54+PT9uDxIZBDhofy7IvwP7kTiQQYLub0Thv/TY/sCxuEjO7YAfAJLI4B7IIYcBN/4ATry8KQ/bA+GwEQ1sLxRO/Pf/gxGEwx0bABKxTN4HrcWumR0bAFrZtH1oPXEjeCo/B33MZ/3wQRfKbhgwmHtUV+Z/+6Umc8UqVfzogAAgERFjyIflXXClo0l7MI39I+NSlcVPXgFv3ajL84WGtv6xDzAlTjFe8552oaIDSf3wHPM1L/vPEWJxQ34g79H3edW47R31v4CHQb/M165lEh+EYd+IAM4B0oClurwVOV1CxFEQWbCmAfKOdgqB1/mAUxAF0C3FHs9ns2YGAkeuPRrNWdfjYC/jFA+fEhrG/uJfnAYGOECzsYxrdRJokUwOFaiX47AT7PPQAqO/wwJfs1X/beDDieHMAE8E6y9Mi3314dRRH4QjYAoORMyj20ncO7dHf/gscqNGR9VApoTVSn1gYADhymCfHOoWKy1NP/8BoJV7hipSnzRz/u8KAltqo3hApNZ4l0aAUsCMq8WJn79T05Y9yPXA2IAFXCv45f4jvVPwApqnuBmIY33cezNjfqdSlcGGGfQf0x0wGhYOYy9/2wL+UqTS+v2+yhu01gOcchPUe2AEPVOWV5+iofG6GatjPVI78+PSSHRKkSILMyFTlMfHmygAHqw1IaFFQYnkicUjKgN3tkeYdn6vFb1Ze0Nt6QkhI4Fm8D4VKsSmPeepiTV6VcJ/fGwSkvWYIG8HNltwUDJNViBy4SP3fINX1ED/xEJVF/64DKZxfGrvexq6KNlZnpfqB0eLWd+6sTuleNYGKn5HBCFrgP6zEkdNuz2bxhq3D5yDoZmzi2BCL37w57unvvv/ECBuEO2uAHDYTJefEkKsYV9ACs7C5W5HKcAx+pbzCf//YFNiwFJGpuW23bEzAGrRRJo9bPgSfz84Qj/WCgJS41HnGNTnHvUiJITZDIzIGHIiIJufBNuf+Asfb88CPfnjrKc/zOA2rvz/D+UfoZq4O+aAAINSA5sIZwBSdH686CD4v4X/77/m+lPfco4vm2d3aQnO/vj4DY8/T8/o4rh2VlbYnZwP+BDbpD/9ZoL9XuuxCS/3H4lG/vWg6dLwpN4ooMr++69+z2bM2tIIiNvCiv/uDA096iiba+WQ/erKZmDsLiGNef4M+QlVcf2QO3/3v2cGh89NE9YZG4fu2lAGwKJzI3G6t4PvTiDdB8OXwOBV8rfFYgd77wExnMCiPiqpO+hhaddbf1FGMcSJ7SIM77FsPPJtU7vv9SE81p1M9CH97+QxJGTvcIh3ADAH9fBiqktfeAmUdBrMLZGd+oAdhn7h99zvbtzmiFvDEXh70Iy0dpqyd6D+oE28fj3/wJnrz3/ffBQWQAAADZEGbAEoFvDXhqDLX4wKaZOWrvDugNWBrAY6AwWiK4LCgh464DAP9JKQz7R0+NHLYHAOP/C0djPOIqw3MRGDg/wZA0v5Kf6ouOwIAxPDnhG4ODV433BJ8/heGOjQySxmpxtwLgNdZOrpeT3+T53wQYwCe8MThRGuNDiMytKGtAY9mYFWh+2mvG14s9eC4a++23huqVAAinwPboTxATJg7uyB4DP2BK7wDIcpU85QXCYOSjZEIGo+4bsWvL+FafeFoagz2C/ZhOc4GnA4h0z3rQ8DvVfxPDUIdVfQZiwNKDRi+8YfkF87ZP8K0tf+RSO+fdsOa4ZPSqGC2uX0gNLnfH0vPwpd1//q742pSjNxKVm+Dokz49320kiKL4GZYKuIGHIKyhilPAFuEKkEPCQ27RcRFgLjggCHYmEuL1aGFpLxvwlwJQh8BgmeA59fN8ZAMg2lMXEWjtorP8w0DVtFBcdcjAm3G5pck3Q1jM0nnc2YcBFcMccl40B4ishE8P+grsB0JAqcheO6DAjbjmebMkkAA+NnCAYQyGw3ct56qv6LWR3xhq7LTY6IfNnFuNyzQx/fMRFI0+J4IMIvqCBAHeMPKtcvbjrAwOuG0tbyRh2Z/G9QiEeB/QdQHe0+kfeEWUr5fQ6ICRvA+3pvwYrAEVI+P/61d8JhuCjS0XL0DVDTFens1GcA1+HdAwiYA+NNDqFBCDVox13ea8aNvW5fYtFbqd0QTsS7/hmrBH+w/oiz8TwSY6EA0KnxSAfxsNy04zBxNLAThI4Zkgn+vsnIbraG8WjVNnFx3s/aVO8SruBb9RX1eHh1GCfZ9q9AzBpUCYOQoPMleNzny6fAPABm5UMiazdwemIXjBwtQ1laAAqde0txWG8h+1lBHWUBPG1gXB5yvCRyX7DRQytglDRy/LlPhaPw68c7SB0flH9/IXcQ16YyLWU+HcE76/cUSTGBL+H/FaPUyG7mKDAvfokXcwY+Ooj50DXm/wV6nGldpOvYEdjhiIMHzd5QeHlFcOzB494Qgzzi5vyAxZwAxA2BtL8Ebx+iL07r3JmFYZBmA+MC/IEA8b6VeHoaS7c3wG2r1YCPSPiDsCeWpDdFbj+t/qNG1qXgQ+tc/2H4dzHjME0dwC4bUGF/5yd+UPZluCjwg6SgkYLIAAAXzQZsgqBaG8ACI/Vf1//8DkM1xeM6cCR6z2GYdwCZp6AwACp7SoSuVbwmoVn1kgmM/9/C+9UAv+Mplte/OD0nLTfkoKqgkUZd5L984YPEgnTqke85IQA5fatzruBDo5yles8AKpVxtO+uvRMGsAHRler/3gfhat//gDjkMlAviQ43AAZaAIf5tcA9mKt+fAOJBHzfmJhCHOAFF2PkYo+AC+nJmRG66+vCJiU+AHfdaRu34b4I7Tawzzf/9euZNML8VuG/r+EYIMA286a8+HGWB2nLA71LMs0A7XLJGWweWaWX/wfmSmfG2+pY+X3hz05GHBOBBZLJaT5ju/fSAy19cTUou0ofx3v6yzS12sL8yuRb4BJyMSCxNsgtJXfLacht2mwA/VMgsQSYsJ/3sAHU4GfMdYCkYUEmiCEyK7ORgBbRpkmJXhXS9X8jnvMbYCxi5yKExLNfT6sxITWsXXfOEQtADI8r5VqGXGDjYCSv7Tb5Ge+dHuRVs382slfh9chD9/geNpRDoI0Qiq/c9CXQNZLXnHnRcBQ+c5Xvn3Wy5NMSeJ4axC3z5uN+nADcOl5kA7/vn7u1PfmCU0EKZQEAZYPMdU/ClZkB4wtfL74r+LXwCjyYegrMcpEd0v//dxI3gM9xKLhxI/3H7wCIKV2glw1USb/2K5QFEhqakgTdBoUhb/De9dbyAACACAJ8DIDIjCCYSL95zAhJnXnz89LmKlpCUd7nLvbKgB52osuUx4UpYirOBAbQxfMmAya6sAqMsFJmEADTRJOngOaaHQ4W2hUsgXubu+gw75p/XgMKYHdbSG9s8NJuAxt37xvh7wAo6m06ATwCIi4gKk17QCM4eRlLaDkR+98LsBlFGvYo58ClipsM0rYCC2sgBd2N/mjdkJLDlVhv7fO7HuTTItgetfAIDY8M6QHeM/8AKJbwsUyeKQPj9IywasVwxAA3EimsOYCpA8EEdLFVxX8FkeIYq5bvGwAKWZEmKZMK/wQBMc5RwAKtEag2hFG+BhfABnDKKeZ+cF5uAMgy1vtGEVG1/mICIdhoITKCGOGHuk/9RMTu7GAbfcqdg+Jra+Gq8TnbDv8JF8gL2+MVVNvOReCU/tf13m7v3eCO/zY+vg2WkVL+7/DARDOUPQ1FmDyGoiw0Knj/X5FUv4rEjYA9QRZQ9ykg4/74HwIAH9Fh1Kx3/qgAboUo2RZKz/1OJBCde+iErbd/+tlrb/7k9fE6BAYLrVLY6veHQch9r0pDREq7287ed+eOmxcalaetLQL8ZBBuVpfQL+IDUEINWmRIcVFr+Q/eUcUKPf3+EpoIjRcCEbC/qf4AT+oiwPL/8/G4cUTwv4AGr4QmLP8wwvaBJcovwmyA5AiSHX74EqNgDA9XnaEVmSHmX/tBN/2gISuORrjw7AAuYNhIu/NkUQK/cBJH3qDWXtFy697QAihclhlgQErkpiQ6/AH1Dy6rQA4e+eAB4lcspho33mPfngSOL472sRhr5oLu+Ck+Ghf+O0SfOiVEUQsiZ4YQd1CK2CYF24f1JmCPjSqcspqRELSbRylf/gwB0VTi72zCtl5CK4pJKpMz/9B+FeiACdJlYIEUwkrQN9e/M2Yau7g8KY+QCQn97+v+5/wa/zzn9QwERvAAh629FNrQvHEov6C7xEtPzBakMtXUm91wCO3AAKS6gjZLtwB0SXQWo0Uf/a0AtxVFkKpShCse/xfNL99nbYZRfTsSgpx1/nmnzfgfnAXg0UOIP4/9XeoanJWviApl/5/P5+xAZC3noAg/EMssRfgY/d/tZSQaRFGorfLECF2KYfWhGTfLwpJYD4GjhF3WyRJDHjfhUjXbNnHo3uVjIQCA2AGXvtS1juZMxVFU8BLKEvhHj4V3/ngEdtL3JjA5R5SfyKG6ImK6/wOCLblpg+c77TQaL3MG9x+l9wBVd4mfigY2cs9L9RT77T/cc4jJ6MNfevX/W6e++IhaACmpGL9PD0vKE80YhQQqpc2wJokMTuHbh/dmwZQevFUklbYP6/lDY7138FkAAAAKhQZtAWgXcO4RcbzCXh98tQrZEbn3fXSILQ5wUPRXcZBAx4PHGxJ5g+j8tDHASagEBE8EnCDAvpQoVGfDGhEdoBlvALcwhXDyJ9/8LyITGuOgUBYUNcZCicmf8bGwgXIO1hk03YMppGn+ezVw7vRkPa+Im+AY91WvlegktTgn2VaGqgzLDdq4fUhBEqKwrwWtCnhaNiekQKvAKnHVSYCMfFbwLI8hOfM+FP3otwcTw1f1wGAolwDesN3uf/nr/QEUkMPOPwRxgQv2HhzDsvX1j4zLwjcP8dU/PG8lxcABkyU7qITP1+ecufxkUwQOPsG4SVOSRLJRofDmFQxSBSplJU7ic8sHJnx2xxGeQGTwQTFEDSHxQTDF3lY+5fjcb3BATZg2s4FW4d///7zwcRYUy470eAhXDEe8tHKlg4Nn8rFdqg/ppf5cJMLSXjJhxJYeIHw5wm4L8jLR/r8Nzvf8K3hApV/weG7OKHgEyfc/3hAKGK2DA0+K4vxkWyK9F8bRIL15hiaKAeBeCAKBBhnAtNJ1qhXESLh3KUn6BVUhqlAt+5Zahd/Dv4wRrSqivxnqrwav8cDgMWEG7Xe/4rhfw/N7M3BPhp+9NKYTsHw03d5xCBn/G4EA+HYdQ2yxBY9wLQLD7HtLBwnIXCggdX8VhconYQvVwxaECGUXuQLd9B+GbGU8XGI74G0duAJGuJMygLN2H81HA643hmXbVAhdcILACll6rSDELwPc4ZI7+b4rFn/FJAcf7HQw6ilUDUg60Pw3MeM/bQQHCDAcpinZpzDlN9nIZC+tjdIV1ZXG0qHRaAd4o/NggEu/P+EpQkQHgLsR6ux+cCB+PKicFRt8vIK0c1iEk3RnNHhaEbg0xyCbwvNB0jDAQx/Wkwd6fv/gsgAAAA7NBm2BKBd1YBrhzAC+Lwf3KX6hhABHUqJBAuoCUmETMuAMykNWN++pwAcnGYTVRznhuCqZhKUQS3sccAy72EQKl49IYLMzGeqLqd1zjohCNbQ3i5ChwEAnIwQARGtwU8ObFJ8Ub8CoAozzooi+Xi+HOABcEFPkchiXl2xd5cCHAYC3BDRPRBY4EkRhKT4CEAGEpkXvgCgMSUlZggggwMwHSFHkGcU8iuwAZtvrMpiupAJC0gPd99eA22Z8ozJxy2aHTMMN21wNPUg8XYu+kiaqpWqCPfGnhqgUXGmZrDEHyLdmzcfBzmYwXJ0MrEfHvg7t9d75UbNCtkXkDJrt8xhduIAZHlb6+Y/LyEp9L7/eFuhQs6LzBJJPMKsN0EE9bQ08aymrCQWfPiQxetUhRCRGRzZL2KPEYUCBD78G+NUvz14QUMYITAY8hFL6KmK/33vGQkbPvsvA8pDMxD+t8Dj6lrnzxfG+AFlsBhqTBpw/qgFFEHmLDe1zHBAx4PkgfWbIQkTn/BjI0gYG8jlr2MCReAUZbsnCaGPSUMOxdlH4+5arqZ4c6EdBHqYauzbs8kW48e0MQ+3mz0F/Eh2HgIVtSpUq2R7h/0HYBWB1zUOdlxFB/8DQrxeURD1vaKEEoggg+IiQxcJafdQaIZk7EJIj1xLogO+KSXt9ZftcNjH1b53/TYNefVtLPxZhqcykf9+/GcPbjk+uywAbTmwiHCsPz5GBI6IV20qg07VYx/vAAXwIV/dZCreDTHzGAhYkmAIFJNHCnQFXtAwQNfTILAC7vRFbt56dRAEKSM6vTcSH4ScJ9ylGWAUNIXTFKH5N4eABhHkpm0m2+YgEB+YWHF7lKdxP4Juw8gP4EZTeewhG8AD5kZBLBVuQtrp+7rYAigBcksVcVGAxpgGCvuuahzO9wGYSPooqHZ4t+vtfsavIi5G7+kHMESRFfwN8FKn4fJm51S1NFmkQINCrM/DELcCYfzHMWpw1l/vf5jI1V19FKJSKpcStym3F48PchvqRFBwVfZwUAFQo+K4dwARs3yTafMWGVTjB0lZ+bgAoTyCl0eLq4Q97RCEQRGVHliXyP77gHz3cw09kJsn4PD3n9y+LWmRA/FMave/q4kvKiDryVaNXoF+EBBMIgqZpEx3/GYELMT+lDT3gvXJIZp3rsFiOXZ4Rf7d2eoA8DZyu2RA8cEa1+4Dj/RjTM8zUv+GYBBjxGYI4qjt3tgM7I9giBjCBi376d+SP7A1CbF3fxNVLfT/gsgAAAAbNBm4BqBbwSbKGhdQgI+GpRQwQyAgFQ/Kf0P/uUP0qBdoFvAnnr/D0Pt82yRnh4YsGjgDHGVg1T0WDvX4669XhjGBWzT7Eai/pFSV+FsrBQfmrp1CV7U6FOo/E8EXbGBPxHw3TObQB1QcMYB/4Z9gIPILUpJGCAOYLrZlBfisJnDOvHwSLz/jtNAKZKlXjEjgJdk8MKeAp9+PA3CuGpAVGAAnwnRtw5fX/hfIRTXEJgNwInBz3Mf2g9e1UjZ8FNSScoG8wCcAAhiLA0FqAABgKORPuig2jRnieCfGwESH4Bh5Ft7oCUWXwQQyg+mtERoxobA2LBXjDeGAnbV6hy3vTVhjwzCKvEDBQXh3ZQ4g3a2dXAQGyiheGlxfpB1E6ZRh9ZRRneMFBh6i/VIhXBVIMN8gTHwi+hD9Z0TiC/wQWDCTBrwxevgIMgDHQ76eFOgFtkGotxbQR5M1wYf8E1Mi+B2M7hGiDqAcfTlL4bkFQ+i1aLZ84wyPb8udSjSIr6K4LZQhdNgXAg/Of7AAOvkwnYf7v4dqwQtCs4APO8ZClAH18MeWh63BA+CGGHXZgMA0BbkFkAAAHRQZugagIvWGXCIkL0DDCed+AB3JLngB8GMPf3GJtwE+df2oSM2oAh1bcSNv+8NwAUaIGhh6Wxjn60QVEzEIVjFXvAaALilnJx66uPiiv0zy94zEhfEIy1CZXERMZJAHkdjFT4ChtjtjXzgB47rYY051WjRJQks9/xDfG7JYq+b+CW5EvPDOBNs8x+H/W+iKf9AQCluaxXXD69GdW+G4AE8rN8U3MEOSalMVQ1N+63AAH8AirnQScN7uUAwL8RBAQlC3zP+XAFwdbIq9Z9AYA6Z7l6z1xvAALaqYdIYr8A8IHfFsHWi+rjBwNJJiOIn27KnvcCOAAYMiYcL317O3JAsygptzaAiD1t/MBgUglYimvtYKhhOG5UvYqsd7/f48DkBpFRqgaEjbXwTPbGRBHw30iuFQmgwkirxpydiBIW4BEtIy2RkbD0GFV11sHma4bq7wdngq48xK/e9eCBSzN+fFgUszfmK4WgWAAFbJwAKTPYCL90CIa5BxsZVFVvwVAAIwH15CmQJXsf7NmPq7ngpq/+8wMXyULhN0Kte89/zc0n26FXJh+10CWvtwzECQzwYO7havJgKjt9G3SRHN39x7EAtb+uv2/uAtb+1e9v+CyAAAACmEGbwCKBbw5hjc+vDa3n/DuSA4Exg0cEBCFgQMDNuBqcATzwSuD6HoJfjZxXRkAvwthYIeDMELgfbjfHahYB2HOZq4co2pw0izeJ56LzhNg6m/wXxo3LhNfKMKCYD1R0qHW0P/G2hsaE14BDweOAaRU7AiVgD6sJxsplpr/D2s4L2qnAgWBBbRRmCVAMcC0vDqo0CDgFjoIX/dg9kwxLtieGpUzpoJ4sYlf4S4ev/j6h45jgP70RuQBwxgAbP8bnAxUKOILaPJaUthBhsBVQJtKiJ/wx4ZSeUkvacQlpOg8L9cafw3AGTDD4QOF7qAcOpeDxuBzBASBcPommAnoVmg8LT0RTBgYBsIwHRXHwi6BcjgPn/BBQGGYRI52AIkDgimS1DC8TEpESoBCuXOmhRShoRDqLKoOjieevAi9fs/xuPnaAnKtENYGBxqesCKUDj5Dk5yDXl0v/YLHQgyt1eaOgXQBpEjKyX46cRj5doLZmNEJ8BfrgNwlqIR++cOy4OGDgMTw5bBF8+ymLpQMucXGihkNmHIfwWA/xl545kYB2YkR492LIkC1cLXm7YDaI6+JaC3hNxD56leUETiA/oWsyRHDmgcOwdtN+cLw6szxtmxzKjh2YGHotmdKwqvDiib7cBb/PCdhsPocCHw/oEr64ZwlauDR8bEjWBqeNSHO+LSiFCIeZoD6k8JcUGwAuWDsGA0cXz0irJgZpz5/8ObAMEfzt4E74wiKBn/w7yAMdAusE0EAtmhRfg9D1UVKhASPR8yYozjUXGYei9rgn5dAEJnf9sVw7GwAd6+xqAAnWhgcaFY4P7A1cEgQfHd//XDtpAjhZorQCG3XAQyUCdfy+CCDQ47YzkR/8M2AAZFeAbfXw/cj04LIAAAG8QZvgIoHfDEqDDyAHgAPraZTiDb7+/QyLWvJAdjqfvwCgACARmRyGtUAEBbjZBIbZwiwbCQLAB+UGik5TE/fO8N7D0EMmm+jJHrG3i33DSVA3xssPNeYr8gYGBVskPcikd/3i+GPAkGIx/gyvb0dX54li4A/fIPBd02v4kL/ytJLCIQmfuf4AFNpBFX0eiCi/9xOW2DmASf6EZg/4v2Srf9zhAd6VsMIRu+NyzI+/8DrjVzHkf//RkS2jMlEXTxQtfVNgTAks+Ui1C0TH+v4AY/ofN9ALKBj+bWCTlLFXazhOJVxQs1Un32gACD4dtk0kBHyeTWwAgxb8niBSNEirBNtly4aVFPnrowIgNMjPJKeH0hgLY85CYbtxvv8bN2jeuthXHY4Bh/18//fFcYr5ag//3QPkDxicSRvv6wvjcHx/qEqofZ8VAC10JgIVYH9O+hiHGXjKDT3vBCSGNHvABtWeQGgYl/1YUuSDl0JCKIdfRcVmAaCDosdgEP6hAAGxbQEHTgDXAAEAJOAKPa5C3/foaYQkXDqQCtgDDoqDgdc4y/MRDAFAGGI/trw0XHHUDyWMWm8h378DAwK0AAABOkGaACaBdw3QI8vLGRoGORf4ZhhA+HgJhyqUXaCAPxXPTh+HIdrV4apN2AV+GotScUgXhyYmgNGPgDrGgQN00Jh/3HQhMAkye7AxfeiDaCloLwQzj25U+H+NBYqQE+AZVloGthrBF19ZFAyID4JMcbUAoGZonhzwhcXgr/DztfHSA9FQDHsuKYLqw8Owx/CWH0FeygD2CDsFk8Ob2sI+eYawWBxxqufy954riugTQ7PYJ5Iggfz6lDEZDAsDkhBYQfl1/gvoBDDeMhoMExDweAj6IxKe/GDyxLAKjF8dM0oMsPOGG7RBAfwX9jGQpjzz4GRZhQEG4tw0GvHm0MDBOQeFplwJ9oCdgwHDCQ3qr7F+zK/LsBDweBoPwzxxK3+jjSYxXNBF8DQl9cOQhw2JaLdh44GvUiAsMgtgAAABzkGaICKB3wxsFAh6zWgAvjl3js33N/DACylXI1QD8I///uABBU0ck2ZkFf/89+LA9fAjuhtlwAVFD1txYpH53hv++abEsQ6FZg3f+BR9Nerf/vGYkL/6rjLQ8i6yIWqNMYTD9dB/w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controls>Sorry, seems like your browser doesn't support HTML5 audio/video</video></div>"
      ],
      "text/plain": [
       "<moviepy.video.io.html_tools.HTML2 object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "z_football1, z_football2 = encode_svg(football1), encode_svg(football2)\n",
    "interpolate(z_football1, z_football2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div align=middle><video autoplay='1' 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controls>Sorry, seems like your browser doesn't support HTML5 audio/video</video></div>"
      ],
      "text/plain": [
       "<moviepy.video.io.html_tools.HTML2 object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "z_pencil1, z_pencil2 = encode_svg(pencil1), encode_svg(pencil2)\n",
    "interpolate(z_pencil1, z_pencil2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div align=middle><video autoplay='1' 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' controls>Sorry, seems like your browser doesn't support HTML5 audio/video</video></div>"
      ],
      "text/plain": [
       "<moviepy.video.io.html_tools.HTML2 object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "z_ship1, z_ship2 = encode_svg(ship1), encode_svg(ship2)\n",
    "interpolate(z_ship1, z_ship2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.3"
  },
  "pycharm": {
   "stem_cell": {
    "cell_type": "raw",
    "metadata": {
     "collapsed": false
    },
    "source": []
   }
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
